Stanford University

Learning Concentration: Approved Courses

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

For the Stanford Community, please see the full list of requirements for the Learning Concentration.

Title
Quarter
Day, Time, Location
COMM 322
Advanced Studies in Behavior and Social Media
Tagged for: HCI - Social and psychological aspects | Learning - Learning environment design | CogSci-Higher Cognition | CSS - Integrative Requirement | MediaComm - Effects, Ethics, and Policy | MediaComm - Integrative Requirement | HAI - Human Impact | CogSci - Cognitive Science Depth | HCI - Integrative Requirement | Advanced Small Seminar | Learn - Learning Environment Design
2021 - 2022
Autumn
Monday
2:45 PM
5:45 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
2021 - 2022
Autumn
Friday
2:45 PM
5:45 PM
CS 147
Introduction to Human-Computer Interaction Design
Tagged for: HCI - Introduction to HCI | DMR- Methodological Foundations | CM- Music HCI/Design | Learning - Learning environment design | MediaComm - Research Methods | HAI - Augmenting Human Capabilities | CoMu - Music HCI/Design | Learn - Learning Environment Design
2021 - 2022
Winter
Monday Wednesday
1:30 PM
3:30 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
2021 - 2022
Winter
Monday Wednesday Friday
1:30 PM
3:00 PM
CS 205L
Continuous Mathematical Methods with an Emphasis on Machine Learning
Tagged for: AI - Mathematical foundations | Learning - Computational learning | Neuro - Methodological Foundations | MaFo - Matrix Theory and Applications | MaFo - Integrative Requirement | Learn - Computational Learning
2021 - 2022
Winter
Tuesday Thursday
11:30 AM
1:00 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
2021 - 2022
Autumn
Monday Wednesday
1:30 PM
3:00 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
2021 - 2022
Spring
Monday Wednesday
1:30 PM
3:00 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
2021 - 2022
Winter
Tuesday Thursday
3:15 PM
4:45 PM
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
2021 - 2022
Winter
Tuesday Thursday
9:45 AM
11:15 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
2021 - 2022
Autumn
Tuesday Thursday
9:45 AM
11:15 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
2021 - 2022
Spring
Monday Wednesday
3:15 PM
4:45 PM
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
2021 - 2022
Summer
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
2021 - 2022
Autumn
Monday Wednesday
3:15 PM
4:45 PM
CS 230
Deep Learning
Tagged for: AI - Learning | CSS - Computational Data Methods | MaFo - Integrative Requirement | HAI - Intelligence | HAI - Integrative Requirement | CogSci - Integrative Requirement | Neuro - Integrative Requirement | Learn - Computational Learning | Learn - Integrative Requirement
2021 - 2022
Autumn
Wednesday
9:45 AM
11:45 AM
CS 230
Deep Learning
Tagged for: AI - Learning | CSS - Computational Data Methods | MaFo - Integrative Requirement | HAI - Intelligence | HAI - Integrative Requirement | CogSci - Integrative Requirement | Neuro - Integrative Requirement | Learn - Computational Learning | Learn - Integrative Requirement
2021 - 2022
Spring
Wednesday
9:45 AM
11:45 AM
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
2021 - 2022
Winter
Monday Wednesday
11:30 AM
1:00 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
2021 - 2022
Winter
Tuesday Thursday
11:30 AM
1:00 PM
CS 236
Deep Generative Models
Tagged for: AI - Learning | Learning - Computational learning | AI - Contingent Electives | Learn - Computational Learning
2021 - 2022
Autumn
Wednesday Friday
11:30 AM
1:00 PM
CS 325B
Data for Sustainable Development (EARTHSYS 162, EARTHSYS 262)
Tagged for: AI - Learning | DMR- Practical Tools and Applications | Learning - Computational learning | Biomed - Integrative Requirement | CSS - Integrative Requirement | MaFo - Integrative Requirement | HAI - Augmenting Human Capabilities | HAI - Integrative Requirement | AI - Integrative Requirement | CogSci - Integrative Requirement | Advanced Small Seminar | DMAR - Methods and Applications | DMAR - Integrative Requirement | Learn - Computational Learning
2021 - 2022
Autumn
Tuesday
1:30 PM
4:30 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
2021 - 2022
Spring
Tuesday Thursday
3:15 PM
4:45 PM
EDUC 101
Introduction to Teaching and Learning
Tagged for: Learning - Human learning | Learn - Human Learning
2021 - 2022
Autumn
Monday Wednesday
11:00 AM
1:00 PM
EDUC 115N
Mathematical Mindsets - The Interplay of Identity & Knowledge in Learning & Life
Tagged for: Learning - Human learning | Learn - Human Learning
2021 - 2022
Autumn
Wednesday
9:45 AM
12:45 PM
EDUC 218
Topics in Cognition and Learning: Technology and Multitasking
Tagged for: Learning - Human learning | Learn - Human Learning
2021 - 2022
Spring
Monday Wednesday
11:00 AM
12:00 PM
EDUC 230
Learning Experience Design
Tagged for: HCI - Project | Learning - Learning environment design | HCI - Integrative Requirement | Learn - Learning Environment Design
2021 - 2022
Autumn
Tuesday
9:45 AM
11:45 AM
EDUC 261E
Curriculum and Instruction Elective in Data Science
Tagged for: Learn - Integrative Requirement | Advanced Small Seminar
2021 - 2022
Spring
Thursday
3:15 PM
6:15 PM
EDUC 281
Technology for Learners
Tagged for: HCI - Social and psychological aspects | Learning - Learning environment design | HAI - Augmenting Human Capabilities | HAI - Integrative Requirement | HCI - Integrative Requirement | Learn - Learning Environment Design
2021 - 2022
Autumn
Wednesday
1:30 PM
4:30 PM
EDUC 298
Seminar on Teaching Introductory Computer Science (CS 298)
Tagged for: Learning - Learning environment design | Learn - Learning Environment Design
2021 - 2022
Spring
Monday
1:30 PM
3:30 PM
EDUC 333A
Introduction to Learning Sciences: Understanding Learning and Learning Environments
Tagged for: Learning - Learning environment design | Learn - Learning Environment Design
2021 - 2022
Autumn
Monday
1:30 PM
4:30 PM
EDUC 342
Child Development and New Technologies
Tagged for: HCI - Social and psychological aspects | Learning - Learning environment design | HCI - Integrative Requirement | Learn - Learning Environment Design
2021 - 2022
Spring
Wednesday
11:00 AM
1:00 PM
EDUC 391
Engineering Education and Online Learning (ENGR 391)
Tagged for: HCI - Project | Learning - Learning environment design | HCI - Integrative Requirement | Learn - Learning Environment Design
2021 - 2022
Spring
Tuesday Thursday
9:45 AM
11:15 AM
EDUC 426
Unleashing Personal Potential: Behavioral Science and Design Thinking Applied to Self (PSYCH 264)
Tagged for: Learning - Learning environment design | Learn - Learning Environment Design
2021 - 2022
Spring
Thursday
5:30 PM
8:30 PM
EE 104
Introduction to Machine Learning (CME 107)
Tagged for: CogSci-Empirical Methods | AI - Learning | Learning - Computational learning | CogSci-Higher Cognition | CogSci - Integrative Requirement | Learn - Computational Learning | Learn - Integrative Requirement
2021 - 2022
Spring
Wednesday Friday
11:30 AM
1:00 PM
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
2021 - 2022
Autumn
Tuesday Thursday
3:15 PM
4:45 PM
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
2021 - 2022
Winter
Monday Friday
12:15 PM
1:15 PM
MUSIC 257
Neuroplasticity and Musical Gaming
Tagged for: CM- Electives | Learning - Learning environment design | CogSci- Neuroscience | CoMu - Integrative Requirement | CogSci - Integrative Requirement | Neuro - Computational approaches | Learn - Learning Environment Design
2021 - 2022
Spring
Friday
9:45 AM
11:45 AM
PSYCH 10
Introduction to Statistical Methods: Precalculus (STATS 60, STATS 160)
Tagged for: CogSci - Inferential Statistics | Neuro - Methodological Foundations | DMAR - Methods and Applications | HCI - Contingent Electives | Learn - Contingent Electives | NL - Contingent Electives
2021 - 2022
Autumn
Monday Tuesday Wednesday Thursday Friday
1:30 PM
2:30 PM
PSYCH 10
Introduction to Statistical Methods: Precalculus (STATS 60, STATS 160)
Tagged for: CogSci - Inferential Statistics | Neuro - Methodological Foundations | DMAR - Methods and Applications | HCI - Contingent Electives | Learn - Contingent Electives | NL - Contingent Electives
2021 - 2022
Winter
Monday Wednesday Friday
9:45 AM
11:15 AM
PSYCH 10
Introduction to Statistical Methods: Precalculus (STATS 60, STATS 160)
Tagged for: CogSci - Inferential Statistics | Neuro - Methodological Foundations | DMAR - Methods and Applications | HCI - Contingent Electives | Learn - Contingent Electives | NL - Contingent Electives
2021 - 2022
Spring
Monday Tuesday Wednesday Thursday Friday
11:00 AM
12:00 PM
PSYCH 10
Introduction to Statistical Methods: Precalculus (STATS 60, STATS 160)
Tagged for: CogSci - Inferential Statistics | Neuro - Methodological Foundations | DMAR - Methods and Applications | HCI - Contingent Electives | Learn - Contingent Electives | NL - Contingent Electives
2021 - 2022
Summer
PSYCH 45
Introduction to Learning and Memory
Tagged for: CogSci- Cognitive Neuroscience | DMR- Empirical Findings and Explanations | Learning - Human learning | Neuro - Systems Neuroscience | CogSci-Higher Cognition | Biomed - Experimental and Observational Science | CogSci - Cognitive Neuroscience | CogSci - Cognitive Science Depth | Learn - Human Learning
2021 - 2022
Autumn
Tuesday Thursday
11:30 AM
1:00 PM
PSYCH 50
Introduction to Cognitive Neuroscience
Tagged for: CogSci- Cognitive Neuroscience | DMR- Empirical Findings and Explanations | CM- Music and the Mind & Brain | Learning - Human learning | Neuro - Systems Neuroscience | Biomed - Experimental and Observational Science | CoMu - Music and the Mind & Brain | CogSci - Cognitive Neuroscience | CogSci - Cognitive Science Depth | Learn - Human Learning
2021 - 2022
Winter
Tuesday Thursday
1:30 PM
3:00 PM
PSYCH 60
Introduction to Developmental Psychology
Tagged for: Learning - Human learning | Biomed - Experimental and Observational Science | Learn - Human Learning
2021 - 2022
Spring
Tuesday Thursday
9:45 AM
11:15 AM
PSYCH 175
Social Cognition and Learning in Early Childhood
Tagged for: CogSci-Higher Cognition | CogSci - Cognitive Science Depth | Learn - Human Learning
2021 - 2022
Winter
Monday
1:30 PM
4:30 PM
PSYCH 202
Cognitive Neuroscience
Tagged for: CogSci- Cognitive Neuroscience | Learning - Human learning | CogSci- Neuroscience | Biomed - Experimental and Observational Science | Biomed - Integrative Requirement | HAI - Integrative Requirement | CogSci - Cognitive Science Depth | Neuro - Integrative Requirement | Learn - Human Learning
2021 - 2022
Autumn
Tuesday Thursday
9:45 AM
11:15 AM
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
2021 - 2022
Winter
Tuesday Thursday
9:45 AM
11:15 AM
PSYCH 251
Experimental Methods (SYMSYS 195E)
Tagged for: CogSci-Empirical Methods | HCI - Empirical methods | DMR- Empirical Findings and Explanations | DMR- Methodological Foundations | Learning - Human learning | CogSci- Neuroscience | MediaComm - Research Methods | NL - Mathematical/Computational Foundations | CogSci - Research Methods | Neuro - Methodological Foundations | DMAR - Methods and Applications | Learn - Human Learning
2021 - 2022
Autumn
Monday Wednesday Friday
1:30 PM
3:00 PM
PSYCH 262
Measurement and the Study of Change in Social Science Research (COMM 369)
Tagged for: CogSci - Research Methods | CSS - Integrative Requirement | Learn - Integrative Requirement
2021 - 2022
Spring
Wednesday Friday
8:30 AM
10:00 AM
PSYCH 265
Social Psychology and Social Change (EDUC 371)
Tagged for: Learning - Human learning | Learn - Human Learning
2021 - 2022
Autumn
Thursday
5:30 PM
8:30 PM
PSYCH 265
Social Psychology and Social Change (EDUC 371)
Tagged for: Learning - Human learning | Learn - Human Learning
2021 - 2022
Winter
Wednesday
5:30 PM
8:30 PM
PSYCH 266
Current Debates in Learning and Memory
Tagged for: Learning - Human learning | Neuro - Systems Neuroscience | CogSci-Higher Cognition | CogSci - Cognitive Science Depth | Advanced Small Seminar | Learn - Human Learning
2021 - 2022
Winter
Thursday
9:45 AM
12:45 PM
STATS 101
Data Science 101
Tagged for: CogSci-Empirical Methods | HCI - Empirical methods | Learning - Computational learning | CSS - Contingent Electives | MediaComm - Statistical and Data Analysis Methods | CogSci - Inferential Statistics | HCI - Contingent Electives | Learn - Computational Learning
2021 - 2022
Spring
Monday Tuesday Wednesday Thursday Friday
9:45 AM
10:45 AM
STATS 191
Introduction to Applied Statistics
Tagged for: Neuro - 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 | CogSci - Inferential Statistics | HCI - Contingent Electives | DMAR - Methods and Applications | HAI - Contingent Electives | Learn - Contingent Electives | NL - Contingent Electives
2021 - 2022
Winter
Monday Wednesday Friday
4:00 PM
5:00 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
2021 - 2022
Autumn
Monday Wednesday
11:30 AM
1:00 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
2021 - 2022
Winter
Tuesday Thursday
9:45 AM
11:15 AM
STATS 315A
Modern Applied Statistics: Learning
Tagged for: AI - Learning | Learning - Computational learning | AI - Contingent Electives | Learn - Computational Learning
2021 - 2022
Winter
Monday Wednesday
1:30 PM
3:00 PM
STATS 315B
Modern Applied Statistics: Learning II
Tagged for: AI - Learning | Learning - Computational learning | HAI - Integrative Requirement | AI - Contingent Electives | Learn - Computational Learning
2021 - 2022
Spring
Tuesday Thursday
9:45 AM
11:15 AM
SYMSYS 245
Cognition in Interaction Design
Tagged for: HCI - Social and psychological aspects | Learning - Learning environment design | Biomed - Computational and Design Methods | Biomed - Integrative Requirement | HAI - Augmenting Human Capabilities | HAI - Integrative Requirement | HCI - Integrative Requirement | Advanced Small Seminar | Neuro - Integrative Requirement | Learn - Learning Environment Design | Learn - Integrative Requirement
2021 - 2022
Winter
Monday Wednesday
7:15 PM
8:45 PM
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