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: Ontology, Terminology, Problem Solving (CS 270)
Tagged for: AI - Additional topics
2019 - 2020
Winter
Tuesday Thursday
1:30 PM
2:50 PM
BIOMEDIN 214
Representations and Algorithms for Computational Molecular Biology (BIOE 214, CS 274, GENE 214)
Tagged for: AI - Additional topics
2019 - 2020
Autumn
Tuesday Thursday
4:30 PM
5:50 PM
CME 103
Introduction to Matrix Methods (EE 103)
Tagged for: AI - Mathematical foundations
2019 - 2020
Autumn
Tuesday Thursday
9:00 AM
10:20 AM
CME 103
Introduction to Matrix Methods (EE 103)
Tagged for: AI - Mathematical foundations
2019 - 2020
Winter
Tuesday Thursday
12:00 PM
1:20 PM
CME 103
Introduction to Matrix Methods (EE 103)
Tagged for: AI - Mathematical foundations
2019 - 2020
Summer
Tuesday Thursday
9:00 AM
10:20 AM
CME 263
Introduction to Linear Dynamical Systems (EE 263)
Tagged for: AI - Mathematical foundations
2019 - 2020
Autumn
Tuesday Thursday
9:00 AM
10:20 AM
CME 263
Introduction to Linear Dynamical Systems (EE 263)
Tagged for: AI - Mathematical foundations
2019 - 2020
Summer
Tuesday Thursday
11:30 AM
1:20 PM
CS 124
From Languages to Information (LINGUIST 180, LINGUIST 280)
Tagged for: Core Courses | AI - NLP | NL - Computational linguistics
2019 - 2020
Winter
Tuesday Thursday
3:00 PM
4:20 PM
CS 131
Computer Vision: Foundations and Applications
Tagged for: Core Courses | AI - Robotics and vision | Neuro - Biological and computational approaches to vision | CogSci-Perception
2019 - 2020
Autumn
Tuesday Thursday
1:30 PM
2:50 PM
CS 148
Introduction to Computer Graphics and Imaging
Tagged for: AI - Robotics and vision | HCI - Programming
2019 - 2020
Autumn
Tuesday Thursday
12:00 PM
1:20 PM
CS 151
Logic Programming
Tagged for: AI - Knowledge | AL- Computational
2019 - 2020
Spring
Tuesday Thursday
3:00 PM
4:20 PM
CS 154
Introduction to Automata and Complexity Theory
Tagged for: Core Courses | AI - Mathematical foundations | AL | NL - Mathematical/computational foundations | DMR- Methodological Foundations | CogSci- Theoretical Foundations
2019 - 2020
Autumn
Tuesday Thursday
10:30 AM
11:50 AM
CS 157
Computational Logic
Tagged for: Core Courses | AI - Knowledge | AL- Computational
2019 - 2020
Autumn
Tuesday Thursday
12:00 PM
1:20 PM
CS 161
Design and Analysis of Algorithms
Tagged for: Core Courses | AI - Mathematical foundations | DMR- Methodological Foundations
2019 - 2020
Autumn
Tuesday Thursday
3:00 PM
4:20 PM
CS 161
Design and Analysis of Algorithms
Tagged for: Core Courses | AI - Mathematical foundations | DMR- Methodological Foundations
2019 - 2020
Winter
Monday Wednesday
10:30 AM
11:50 AM
CS 161
Design and Analysis of Algorithms
Tagged for: Core Courses | AI - Mathematical foundations | DMR- Methodological Foundations
2019 - 2020
Summer
Monday Wednesday
1:30 PM
3:20 PM
CS 168
The Modern Algorithmic Toolbox
Tagged for: AI - Mathematical foundations
2019 - 2020
Spring
Monday Wednesday
1:30 PM
2:50 PM
CS 205L
Continuous Mathematical Methods with an Emphasis on Machine Learning
Tagged for: AI - Mathematical foundations | Learning - Computational learning | Neuro - Methodological foundations
2019 - 2020
Winter
Tuesday Thursday
12:00 PM
1:20 PM
CS 217
Hardware Accelerators for Machine Learning
Tagged for: AI - Learning
2019 - 2020
Winter
Tuesday Thursday
10:30 AM
11:50 AM
CS 223A
Introduction to Robotics (ME 320)
Tagged for: AI - Robotics and vision | Neuro - Computational approaches
2019 - 2020
Winter
Monday Wednesday
4:30 PM
5:50 PM
CS 224N
Natural Language Processing with Deep Learning (LINGUIST 284)
Tagged for: AI - NLP | NL - Computational linguistics | Learning - Computational learning | CogSci- Language
2019 - 2020
Winter
Tuesday Thursday
4:30 PM
5:50 PM
CS 224S
Spoken Language Processing (LINGUIST 285)
Tagged for: AI - NLP | NL - Computational linguistics
2019 - 2020
Spring
CS 224U
Natural Language Understanding (LINGUIST 188, LINGUIST 288)
Tagged for: AI - NLP | NL - Computational linguistics
2019 - 2020
Spring
Monday Wednesday
4:30 PM
5:50 PM
CS 224W
Machine Learning with Graphs
Tagged for: AI - Learning
2019 - 2020
Autumn
Tuesday Thursday
3:00 PM
4:20 PM
CS 225A
Experimental Robotics
Tagged for: AI - Robotics and vision
2019 - 2020
Spring
Tuesday Thursday
3:00 PM
4:20 PM
CS 227B
General Game Playing
Tagged for: AI - Additional topics
2019 - 2020
Spring
CS 228
Probabilistic Graphical Models: Principles and Techniques
Tagged for: Core Courses | AI - Knowledge | DMR- Practical Tools and Applications | Learning - Computational learning
2019 - 2020
Winter
Tuesday Thursday
9:00 AM
10:20 AM
CS 229
Machine Learning (STATS 229)
Tagged for: Core Courses | AI - Learning | NL - Mathematical/computational foundations | Learning - Computational learning | Neuro - Computational approaches | CogSci-Higher Cognition
2019 - 2020
Autumn
Monday Wednesday
9:30 AM
10:50 AM
CS 229
Machine Learning (STATS 229)
Tagged for: Core Courses | AI - Learning | NL - Mathematical/computational foundations | Learning - Computational learning | Neuro - Computational approaches | CogSci-Higher Cognition
2019 - 2020
Spring
Monday Wednesday
4:30 PM
5:50 PM
CS 229
Machine Learning (STATS 229)
Tagged for: Core Courses | AI - Learning | NL - Mathematical/computational foundations | Learning - Computational learning | Neuro - Computational approaches | CogSci-Higher Cognition
2019 - 2020
Summer
Monday Wednesday Friday
1:30 PM
3:20 PM
CS 230
Deep Learning
Tagged for: AI - Learning
2019 - 2020
Autumn
Tuesday
9:00 AM
10:20 AM
CS 230
Deep Learning
Tagged for: AI - Learning
2019 - 2020
Winter
Tuesday
9:00 AM
10:20 AM
CS 230
Deep Learning
Tagged for: AI - Learning
2019 - 2020
Spring
Tuesday
9:00 AM
10:20 AM
CS 231N
Convolutional Neural Networks for Visual Recognition
Tagged for: AI - Robotics and vision | Neuro - Biological and computational approaches to vision | Learning - Computational learning
2019 - 2020
Spring
Tuesday Thursday
12:00 PM
1:20 PM
CS 234
Reinforcement Learning
Tagged for: AI - Learning | AI - Robotics and vision | DMR- Methodological Foundations | Learning - Computational learning | CogSci- Neuroscience
2019 - 2020
Winter
Monday Wednesday
11:30 AM
12:50 PM
CS 236
Deep Generative Models
Tagged for: AI - Learning | Learning - Computational learning
2019 - 2020
Autumn
Monday Wednesday
4:30 PM
5:50 PM
CS 238
Decision Making under Uncertainty (AA 228)
Tagged for: Core Courses | AI - Knowledge | DMR- Practical Tools and Applications
2019 - 2020
Autumn
Tuesday Thursday
1:30 PM
2:50 PM
CS 246
Mining Massive Data Sets
Tagged for: Core Courses | AI - Learning
2019 - 2020
Winter
Tuesday Thursday
3:00 PM
4:20 PM
CS 325B
Data for Sustainable Development (EARTHSYS 162, EARTHSYS 262)
Tagged for: AI - Learning | DMR- Practical Tools and Applications | Learning - Computational learning
2019 - 2020
Autumn
Tuesday
1:30 PM
4:20 PM
CS 348K
Visual Computing Systems
Tagged for: AI - Robotics and vision
2019 - 2020
Spring
Tuesday Thursday
3:00 PM
4:20 PM
EE 103
Introduction to Matrix Methods (CME 103)
Tagged for: AI - Mathematical foundations
2019 - 2020
Autumn
Tuesday Thursday
9:00 AM
10:20 AM
EE 103
Introduction to Matrix Methods (CME 103)
Tagged for: AI - Mathematical foundations
2019 - 2020
Winter
Tuesday Thursday
12:00 PM
1:20 PM
EE 103
Introduction to Matrix Methods (CME 103)
Tagged for: AI - Mathematical foundations
2019 - 2020
Summer
Tuesday Thursday
9:00 AM
10:20 AM
EE 104
Introduction to Machine Learning (CME 107)
Tagged for: CogSci-Empirical Methods | AI - Learning | Learning - Computational learning | CogSci-Higher Cognition
2019 - 2020
Spring
Tuesday Thursday
9:00 AM
10:20 AM
EE 263
Introduction to Linear Dynamical Systems (CME 263)
Tagged for: AI - Mathematical foundations | Neuro - Methodological foundations
2019 - 2020
Autumn
Tuesday Thursday
9:00 AM
10:20 AM
EE 263
Introduction to Linear Dynamical Systems (CME 263)
Tagged for: AI - Mathematical foundations | Neuro - Methodological foundations
2019 - 2020
Summer
Tuesday Thursday
11:30 AM
1:20 PM
EE 276
Information Theory (STATS 376A)
Tagged for: AI - Mathematical foundations | CogSci- Theoretical Foundations | Learning - Computational learning
2019 - 2020
Winter
Tuesday Thursday
12:00 PM
1:20 PM
EE 364A
Convex Optimization I (CME 364A, CS 334A)
Tagged for: AI - Mathematical foundations
2019 - 2020
Winter
Tuesday Thursday
10:30 AM
11:50 AM
EE 364A
Convex Optimization I (CME 364A, CS 334A)
Tagged for: AI - Mathematical foundations
2019 - 2020
Summer
Tuesday Thursday
9:30 AM
11:20 AM
EE 364B
Convex Optimization II (CME 364B)
Tagged for: AI - Mathematical foundations
2019 - 2020
Spring
Monday Wednesday
3:00 PM
4:20 PM
ENGR 205
Introduction to Control Design Techniques
Tagged for: AI - Mathematical foundations
2019 - 2020
Autumn
Tuesday Thursday
9:00 AM
10:20 AM
ENGR 209A
Analysis and Control of Nonlinear Systems
Tagged for: AI - Mathematical foundations
2019 - 2020
Spring
Tuesday Thursday
9:00 AM
10:20 AM
LAW 4039
Regulating Artificial Intelligence
Tagged for: AI - Additional topics
2019 - 2020
Autumn
Monday Friday
11:10 AM
1:10 PM
MATH 104
Applied Matrix Theory
Tagged for: AI - Mathematical foundations
2019 - 2020
Autumn
Tuesday Thursday
1:30 PM
2:50 PM
MATH 104
Applied Matrix Theory
Tagged for: AI - Mathematical foundations
2019 - 2020
Winter
Tuesday Thursday
9:00 AM
10:20 AM
MATH 104
Applied Matrix Theory
Tagged for: AI - Mathematical foundations
2019 - 2020
Spring
Tuesday Thursday
1:30 PM
2:50 PM
MATH 104
Applied Matrix Theory
Tagged for: AI - Mathematical foundations
2019 - 2020
Summer
Monday Tuesday Wednesday Thursday
10:30 AM
11:20 AM
MATH 113
Linear Algebra and Matrix Theory
Tagged for: AI - Mathematical foundations | Neuro - Methodological foundations | CogSci- Theoretical Foundations
2019 - 2020
Autumn
Monday Wednesday Friday
11:30 AM
12:20 PM
MATH 113
Linear Algebra and Matrix Theory
Tagged for: AI - Mathematical foundations | Neuro - Methodological foundations | CogSci- Theoretical Foundations
2019 - 2020
Winter
Monday Wednesday Friday
11:30 AM
12:20 PM
MATH 113
Linear Algebra and Matrix Theory
Tagged for: AI - Mathematical foundations | Neuro - Methodological foundations | CogSci- Theoretical Foundations
2019 - 2020
Spring
Monday Wednesday Friday
10:30 AM
11:20 AM
MS&E 135
Networks
Tagged for: AI - Additional topics | HCI - Social and psychological aspects | DMR- Empirical Findings and Explanations
2019 - 2020
Winter
Tuesday Thursday
9:00 AM
10:20 AM
MS&E 234
Data Privacy and Ethics
Tagged for: AI - Learning | HCI - Social and psychological aspects | DMR- Philosophical Inquiry | Learning - Computational learning
2019 - 2020
Winter
Tuesday Thursday
1:30 PM
2:50 PM
MUSIC 220B
Compositional Algorithms, Psychoacoustics, and Computational Music
Tagged for: AI - Additional topics | CM
2019 - 2020
Winter
Monday Wednesday
3:30 PM
5:20 PM
MUSIC 220C
Research Seminar in Computer-Generated Music
Tagged for: AI - Additional topics | CM- Electives
2019 - 2020
Spring
Tuesday Thursday
10:30 AM
12:20 PM
PHIL 20N
Philosophy of Artificial Intelligence
Tagged for: AI - Additional topics | Philosophical Foundations 4
2019 - 2020
Winter
Tuesday Thursday
1:30 PM
2:50 PM
PHIL 152
Computability and Logic (PHIL 252)
Tagged for: Core Courses | Philosophical Foundations | AI - Mathematical foundations | AL | CogSci- Theoretical Foundations
2019 - 2020
Spring
Monday Wednesday
10:30 AM
11:50 AM
PHIL 154
Modal Logic (PHIL 254)
Tagged for: Core Courses | Philosophical Foundations | AI - Knowledge | AL- Semantics | NL - Mathematical/computational foundations | DMR- Formal Decisions Theories | CogSci- Theoretical Foundations
2019 - 2020
Spring
Monday Wednesday
10:30 AM
11:50 AM
STATS 315A
Modern Applied Statistics: Learning
Tagged for: AI - Learning | Learning - Computational learning
2019 - 2020
Winter
Monday Wednesday
1:30 PM
2:50 PM
STATS 315B
Modern Applied Statistics: Data Mining
Tagged for: AI - Learning | Learning - Computational learning
2019 - 2020
Spring
Tuesday Thursday
1:30 PM
2:50 PM
SYMSYS 207
Conceptual Issues in Cognitive Science
Tagged for: AI - Additional topics | Neuro - Philosophical and theoretical approaches | CogSci- Theoretical Foundations | Philosophical Foundations 4
2019 - 2020
Autumn
Wednesday
3:30 PM
5:20 PM
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