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ALP 308: Designing Experiments for Impact

Last offered: Spring 2022 | Units: 4

AMSTUD 106A: A.I.: Artificial Intelligence in Fiction

Last offered: Autumn 2018 | Units: 5

AMSTUD 106B: Black Mirror: A.I.Activism (ARTHIST 168A, CSRE 106A, ENGLISH 106A, SYMSYS 168A)

Terms: Win | Units: 3 | UG Reqs: WAY-A-II, WAY-EDP
Instructors: ; Elam, M. (PI)

AMSTUD 120: The Rise of Digital Culture (COMM 120W, COMM 220)

Terms: Aut | Units: 4-5 | UG Reqs: GER:DB-SocSci, WAY-SI

ANTHRO 119W: Cyborg Anthropology

Terms: Aut | Units: 3 | UG Reqs: WAY-SI
Instructors: ; Navarro, A. (PI)

ARTHIST 168A: Black Mirror: A.I.Activism (AMSTUD 106B, CSRE 106A, ENGLISH 106A, SYMSYS 168A)

| Units: 3 | UG Reqs: WAY-A-II, WAY-EDP

ARTHIST 254: Contemporary Art in the Age of Artificial Intelligence (ARTHIST 344, ARTSINST 242, EASTASN 242)

Terms: Spr | Units: 3-5
Instructors: ; Wang, G. (PI)

ARTHIST 344: Contemporary Art in the Age of Artificial Intelligence (ARTHIST 254, ARTSINST 242, EASTASN 242)

Terms: Spr | Units: 3-5
Instructors: ; Wang, G. (PI)

ARTSINST 242: Contemporary Art in the Age of Artificial Intelligence (ARTHIST 254, ARTHIST 344, EASTASN 242)

Terms: Spr | Units: 3-5
Instructors: ; Wang, G. (PI)

BIODS 295: Generative AI in Healthcare (DESIGN 266)

Terms: Spr | Units: 3

BIODS 388: Stakeholder Competencies for Artificial Intelligence in Healthcare (BIOMEDIN 388)

Last offered: Autumn 2020 | Units: 2-3

BIOMEDIN 225: Data Driven Medicine

Terms: Spr | Units: 3
Instructors: ; Shah, N. (PI)

BIOMEDIN 388: Stakeholder Competencies for Artificial Intelligence in Healthcare (BIODS 388)

Last offered: Autumn 2020 | Units: 2-3

BIOS 226: Web3, AI, and Digital Health

Terms: Win, Sum | Units: 1
Instructors: ; Maeda-Nishino, N. (PI)

BIOS 244: Applied Artificial Intelligence in Health Care

Last offered: Spring 2023 | Units: 2

BIOS 407: Essentials of Deep Learning in Medicine

Terms: Spr, Sum | Units: 1

CEE 114: Frontier Technology: Understanding and Preparing for Technology in the Next Economy (CEE 214, MED 114, MED 214, PSYC 114)

Terms: Aut, Spr | Units: 1

CEE 214: Frontier Technology: Understanding and Preparing for Technology in the Next Economy (CEE 114, MED 114, MED 214, PSYC 114)

Terms: Aut, Spr | Units: 1

CEE 316: Geometric deep learning for data-driven solid mechanics

Last offered: Winter 2023 | Units: 3

CEE 329: Artificial Intelligence Applications in the AEC Industry

Terms: Win | Units: 2-3

CEE 329S: Seminar on Artificial Intelligence Applications in the AEC Industry

Last offered: Spring 2019 | Units: 1

COMM 120W: The Rise of Digital Culture (AMSTUD 120, COMM 220)

Terms: Aut | Units: 4-5 | UG Reqs: GER:DB-SocSci, WAY-SI

COMM 180: Ethics, Public Policy, and Technological Change (CS 182, ETHICSOC 182, PHIL 82, POLISCI 182, PUBLPOL 182)

Last offered: Winter 2023 | Units: 5 | UG Reqs: WAY-ER

COMM 220: The Rise of Digital Culture (AMSTUD 120, COMM 120W)

Terms: Aut | Units: 4-5

COMPLIT 367: Introduction to Apocalyptic Thinking

| Units: 3-5

COMPLIT 376: Introduction to Apocalyptic Thinking (FRENCH 367, POLISCI 237R, POLISCI 337R)

Terms: Spr | Units: 3-5
Instructors: ; Dupuy, J. (PI)

CS 21SI: AI for Social Good

Terms: Spr | Units: 2
Instructors: ; Piech, C. (PI)

CS 22A: The Social & Economic Impact of Artificial Intelligence (INTLPOL 200, SYMSYS 122)

Terms: Win | Units: 1
Instructors: ; Kaplan, J. (PI)

CS 25: Transformers United V4

Terms: Aut, Spr | Units: 1

CS 28: Artificial Intelligence, Entrepreneurship and Society in the 21st Century and Beyond

Last offered: Autumn 2019 | Units: 2

CS 106E: Exploration of Computing

Terms: Spr | Units: 3

CS 120: Introduction to AI Safety (STS 10)

Terms: Spr | Units: 3

CS 139: Human-Centered AI

Terms: Spr | Units: 3

CS 182: Ethics, Public Policy, and Technological Change (COMM 180, ETHICSOC 182, PHIL 82, POLISCI 182, PUBLPOL 182)

Last offered: Winter 2023 | Units: 5 | UG Reqs: WAY-ER

CS 202: Law for Computer Science Professionals

Terms: Spr | Units: 1
Instructors: ; Hansen, D. (PI)

CS 207: Antidiscrimination Law and Algorithmic Bias

Last offered: Autumn 2022 | Units: 3

CS 208E: Great Ideas in Computer Science

Last offered: Autumn 2021 | Units: 3

CS 221: Artificial Intelligence: Principles and Techniques

Terms: Aut, Spr | Units: 3-4

CS 227B: General Game Playing

Terms: Spr | Units: 3

CS 231C: Computer Vision and Image Analysis of Art

Last offered: Autumn 2020 | Units: 3

CS 247A: Design for Artificial Intelligence (SYMSYS 195A)

Terms: Aut | Units: 3-4

CS 281: Ethics of Artificial Intelligence

Terms: Spr | Units: 3-4
Instructors: ; Guestrin, C. (PI)

CS 294A: Research Project in Artificial Intelligence

Last offered: Winter 2012 | Units: 3 | Repeatable for credit

CS 322: Triangulating Intelligence: Melding Neuroscience, Psychology, and AI (PSYCH 225)

Last offered: Winter 2022 | Units: 3

CS 329: Topics in Artificial Intelligence

| Units: 3 | Repeatable for credit

CS 336: Language Modeling from Scratch

Terms: Spr | Units: 3-5

CS 372: Artificial Intelligence for Precision Medicine and Psychiatric Disorders

Terms: Spr | Units: 3
Instructors: ; Chang, E. (PI); Jin, M. (TA)

CS 375: Large-Scale Neural Network Modeling for Neuroscience (PSYCH 249)

Terms: Win | Units: 3

CS 421: Designing AI to Cultivate Human Well-Being

Last offered: Winter 2021 | Units: 2

CS 422: Interactive and Embodied Learning (EDUC 234A)

Terms: Win | Units: 3 | Repeatable 5 times (up to 15 units total)
Instructors: ; Haber, N. (PI)

CS 448I: Computational Imaging (EE 367)

Terms: Win | Units: 3

CS 470: Music and AI (MUSIC 356)

Terms: Win | Units: 3-4
Instructors: ; Wang, G. (PI); Zhu, A. (TA)

CS 521: Seminar on AI Safety

Last offered: Spring 2023 | Units: 1

CS 522: Seminar in Artificial Intelligence in Healthcare

Terms: Aut | Units: 1
Instructors: ; Dror, R. (PI); Chan, Z. (GP)

CSRE 106A: Black Mirror: A.I.Activism (AMSTUD 106B, ARTHIST 168A, ENGLISH 106A, SYMSYS 168A)

| Units: 3 | UG Reqs: WAY-A-II, WAY-EDP

DESIGN 266: Generative AI in Healthcare (BIODS 295)

Terms: Spr | Units: 3

EASTASN 242: Contemporary Art in the Age of Artificial Intelligence (ARTHIST 254, ARTHIST 344, ARTSINST 242)

Terms: Spr | Units: 3-5
Instructors: ; Wang, G. (PI)

ECON 108: Data Science for Business and Economic Decisions

Terms: Spr | Units: 5
Instructors: ; Hong, H. (PI)

ECON 152: The Future of Finance (ECON 252, PUBLPOL 364)

Last offered: Winter 2020 | Units: 2

ECON 252: The Future of Finance (ECON 152, PUBLPOL 364)

Last offered: Winter 2020 | Units: 2

ECON 281: Designing Experiments for Impact

Last offered: Spring 2022 | Units: 2-4

EDUC 234: Curiosity in Artificial Intelligence (PSYCH 240A)

Terms: Spr | Units: 3

EDUC 234A: Interactive and Embodied Learning (CS 422)

Terms: Win | Units: 3 | Repeatable 5 times (up to 15 units total)
Instructors: ; Haber, N. (PI)

EDUC 236: How Will AI Change the EdTech Industry? Challenges & Opportunities Based on Real Business Cases

Terms: Spr | Units: 1-2 | Repeatable 2 times (up to 4 units total)

EDUC 251: Topics in Epistemology and Education

Last offered: Winter 2021 | Units: 3

EDUC 295: Entrepreneurship and Innovation in Education Technology Seminar

Terms: Spr | Units: 2 | Repeatable 2 times (up to 6 units total)

EDUC 468: Robotics, AI and Design of Future Education (ME 268)

Terms: Win | Units: 1 | Repeatable 10 times (up to 10 units total)
Instructors: ; Jiang, L. (PI)

EE 277: Bandit Learning: Behaviors and Applications (MS&E 237A)

Terms: Aut | Units: 3

EE 367: Computational Imaging (CS 448I)

Terms: Win | Units: 3

EE 370: Reinforcement Learning: Behaviors and Applications (MS&E 237B)

Terms: Win | Units: 3

EE 379B: Advanced Data Transmission Design

Terms: Spr | Units: 3
Instructors: ; Cioffi, J. (PI)

EE 392AA: Multi-User Data Transmission

Last offered: Spring 2023 | Units: 3

ENGLISH 13Q: Imaginative Realms

Terms: Aut | Units: 3 | UG Reqs: WAY-CE
Instructors: ; Ekiss, K. (PI)

ENGLISH 106A: Black Mirror: A.I.Activism (AMSTUD 106B, ARTHIST 168A, CSRE 106A, SYMSYS 168A)

Terms: Win | Units: 3 | UG Reqs: WAY-A-II, WAY-EDP
Instructors: ; Elam, M. (PI)

ETHICSOC 182: Ethics, Public Policy, and Technological Change (COMM 180, CS 182, PHIL 82, POLISCI 182, PUBLPOL 182)

Last offered: Winter 2023 | Units: 5 | UG Reqs: WAY-ER

ETHICSOC 182M: Markets, Ethics, and Society

Last offered: Autumn 2022 | Units: 4 | UG Reqs: GER:EC-EthicReas, WAY-ER

FRENCH 367: Introduction to Apocalyptic Thinking (COMPLIT 376, POLISCI 237R, POLISCI 337R)

Terms: Spr | Units: 3-5
Instructors: ; Dupuy, J. (PI)

GENE 223: Aging: Science and Technology for Longevity

Terms: Spr | Units: 2-3

GSBGEN 503: The Business of Healthcare

Terms: Win | Units: 2

GSBGEN 591: Entrepreneurship and Innovation in Education Technology Seminar

Terms: Spr | Units: 2

GSBGEN 596: Designing AI to Cultivate Human Well-Being

Last offered: Winter 2021 | Units: 2

HRMGT 203: People Analytics

Last offered: Spring 2022 | Units: 2

HRMGT 503: People Analytics

Last offered: Spring 2021 | Units: 2

INTLPOL 200: The Social & Economic Impact of Artificial Intelligence (CS 22A, SYMSYS 122)

Terms: Win | Units: 1
Instructors: ; Kaplan, J. (PI)

INTLPOL 265: AI, Autonomy, and the Future of Warfare (PUBLPOL 119, PUBLPOL 219)

Terms: Spr | Units: 3
Instructors: ; Boyd, B. (PI)

INTLPOL 363: Confronting Misinformation Online: Law and Policy

Terms: Win | Units: 2

LAW 240L: Discussion (1L): Robot Ethics

Last offered: Autumn 2020 | Units: 1

LAW 240T: Discussion (1L): Race and Technology

Terms: Aut | Units: 1
Instructors: ; Malone, P. (PI)

LAW 240W: Discussion (1L): Reimagining Capitalism

Last offered: Autumn 2020 | Units: 1

LAW 241Q: Discussion (1L): Rationalism, Contrarianism, and Bayesian Thinking in Politics: How to Think Better?

Last offered: Autumn 2022 | Units: 1

LAW 241Y: Discussion (1L): Democracy and Algorithmic Governance

Terms: Aut | Units: 1
Instructors: ; Spaulding, N. (PI)

LAW 807R: Policy Practicum: Human Rights & International Justice

Last offered: Winter 2021 | Units: 2-3 | Repeatable 2 times (up to 12 units total)

LAW 1038: The Future of Finance

Last offered: Winter 2020 | Units: 2

LAW 4007: Intellectual Property: Copyright

Terms: Aut, Win | Units: 3
Instructors: ; Goldstein, P. (PI)

LAW 4031: Disruptive Technologies: Their Impact on Our Laws, and the Laws' Impact on the Technology

Last offered: Winter 2018 | Units: 2

LAW 4039: Regulating Artificial Intelligence

Last offered: Spring 2021 | Units: 3

LAW 4041: Lawyering for Innovation: Artificial Intelligence

Last offered: Spring 2019 | Units: 2

LAW 4043: The Social & Economic Impact of Artificial Intelligence

Last offered: Winter 2022 | Units: 1

LAW 4047: Ethics, Public Policy, and Technological Change

Last offered: Winter 2020 | Units: 4

LAW 4052: Governing Artificial Intelligence: Law, Policy, and Institutions

Last offered: Spring 2021 | Units: 3

LAW 4053: Confronting Misinformation Online: Law and Policy

Terms: Win | Units: 2-3

LAW 5001: China Law and Business

Last offered: Spring 2021 | Units: 3

LAW 6005: Technological, Economic and Business Forces Transforming the Private Practice of Law

Last offered: Spring 2021 | Units: 2

LAW 6015: Innovations in the Delivery of Legal Services

Last offered: Autumn 2016 | Units: 2

LAW 7073: Antidiscrimination Law and Algorithmic Bias

Last offered: Autumn 2022 | Units: 3

MATH 275C: Topics in Applied Mathematics III: The Mathematics of AI

Last offered: Spring 2023 | Units: 3 | Repeatable for credit

ME 268: Robotics, AI and Design of Future Education (EDUC 468)

Terms: Win | Units: 1 | Repeatable 10 times (up to 10 units total)
Instructors: ; Jiang, L. (PI)

ME 344: Introduction to High Performance Computing

Terms: Sum | Units: 1
Instructors: ; Jones, S. (PI)

ME 344S: HPC-AI Summer Seminar Series

Terms: Sum | Units: 1
Instructors: ; Jones, S. (PI)

MED 18SI: Artificial Intelligence in Medicine and Healthcare Ventures

Last offered: Spring 2021 | Units: 1-2

MED 114: Frontier Technology: Understanding and Preparing for Technology in the Next Economy (CEE 114, CEE 214, MED 214, PSYC 114)

Terms: Aut, Spr | Units: 1

MED 180: Artificial Intelligence in Medicine and Healthcare Ventures

Last offered: Spring 2023 | Units: 1-2

MED 214: Frontier Technology: Understanding and Preparing for Technology in the Next Economy (CEE 114, CEE 214, MED 114, PSYC 114)

Terms: Aut, Spr | Units: 1

MED 232: Global Health: Scaling Health Technology Innovations in Low Resource Settings

Terms: Win | Units: 2-3 | Repeatable for credit

MLA 373: Artificial Intelligence and Society

Last offered: Spring 2023 | Units: 4

MS&E 10SC: Artificial Intelligence and Deliberative Democracy

Terms: Sum | Units: 2
Instructors: ; Goel, A. (PI); Siu, A. (PI)

MS&E 75: Redefining Creativity: Designing Human Connections in an AI World

Terms: Sum | Units: 3
Instructors: ; Hwang, R. (PI)

MS&E 233: Game Theory, Data Science and AI

Terms: Spr | Units: 3

MS&E 237A: Bandit Learning: Behaviors and Applications (EE 277)

Terms: Aut | Units: 3

MS&E 237B: Reinforcement Learning: Behaviors and Applications (EE 370)

Terms: Win | Units: 3

MUSIC 356: Music and AI (CS 470)

Terms: Win | Units: 3-4
Instructors: ; Wang, G. (PI); Zhu, A. (TA)

OB 673: Perspectives on the Social Psychology of Organizations

Last offered: Spring 2022 | Units: 3

OIT 249: MSx: Data and Decisions

Terms: Aut | Units: 3

OSPOXFRD 29: Artificial Intelligence and Society

Last offered: Autumn 2022 | Units: 4-5 | UG Reqs: WAY-ER

OSPOXFRD 85: Practical Ethics for Artificial Intelligence

Terms: Win | Units: 4-5 | UG Reqs: WAY-ER

OTOHNS 206: Augmenting Human Senses: Enhancing Perception with Technology and Bioscience

Terms: Aut | Units: 3

PHIL 20N: Philosophy of Artificial Intelligence

Terms: Win | Units: 3
Instructors: ; Etchemendy, J. (PI)

PHIL 24C: Tutorial: Ethics for the Wild Robot Frontier

Last offered: Autumn 2022 | Units: 2

PHIL 28S: Philosophical Issues in Artificial Intelligence

Terms: Sum | Units: 3
Instructors: ; Kim, H. (PI); Hall, Z. (TA)

PHIL 82: Ethics, Public Policy, and Technological Change (COMM 180, CS 182, ETHICSOC 182, POLISCI 182, PUBLPOL 182)

Last offered: Winter 2023 | Units: 5 | UG Reqs: WAY-ER

PHIL 134: Phenomenology: Husserl (PHIL 234)

Last offered: Spring 2020 | Units: 4 | UG Reqs: GER:DB-Hum

PHIL 234: Phenomenology: Husserl (PHIL 134)

Last offered: Spring 2020 | Units: 4

POLISCI 182: Ethics, Public Policy, and Technological Change (COMM 180, CS 182, ETHICSOC 182, PHIL 82, PUBLPOL 182)

Last offered: Winter 2023 | Units: 5 | UG Reqs: WAY-ER

POLISCI 237R: Introduction to Apocalyptic Thinking (COMPLIT 376, FRENCH 367, POLISCI 337R)

Last offered: Autumn 2022 | Units: 3-5

POLISCI 337R: Introduction to Apocalyptic Thinking (COMPLIT 376, FRENCH 367, POLISCI 237R)

Terms: Spr | Units: 3-5
Instructors: ; Dupuy, J. (PI)

PSYC 20Q: Human versus Machine: Artificial intelligence through the lens of human cognition

Terms: Spr | Units: 3
Instructors: ; Chick, C. (PI)

PSYC 63Q: Artificial Intelligence in Mental Health

Terms: Spr | Units: 3
Instructors: ; Supekar, K. (PI)

PSYC 114: Frontier Technology: Understanding and Preparing for Technology in the Next Economy (CEE 114, CEE 214, MED 114, MED 214)

Terms: Spr | Units: 1

PSYC 180: Artificial Intelligence in Medicine and Healthcare Ventures

Last offered: Spring 2023 | Units: 1-2

PSYC 242: Mental Health Innovation Studio: Entrepreneurship, Technology, and Policy

Last offered: Winter 2020 | Units: 1

PSYCH 147S: Introduction to the Psychology of Emotion

Last offered: Summer 2019 | Units: 3

PSYCH 225: Triangulating Intelligence: Melding Neuroscience, Psychology, and AI (CS 322)

Last offered: Winter 2022 | Units: 3

PSYCH 240A: Curiosity in Artificial Intelligence (EDUC 234)

Terms: Spr | Units: 3

PSYCH 247: Topics in Natural and Artificial Intelligence (SYMSYS 206)

Terms: Win | Units: 3

PSYCH 249: Large-Scale Neural Network Modeling for Neuroscience (CS 375)

Terms: Win | Units: 3

PSYCH 267A: Bids for Scale in Psychological Science

Terms: Win | Units: 3
Instructors: ; Fan, J. (PI); Yamins, D. (PI)

PSYCH 291: Causal Cognition

Last offered: Spring 2019 | Units: 3

PUBLPOL 103F: Ethics of Truth in a Post-Truth World (PUBLPOL 203F)

Terms: Spr | Units: 2-3 | UG Reqs: WAY-ER

PUBLPOL 119: AI, Autonomy, and the Future of Warfare (INTLPOL 265, PUBLPOL 219)

Terms: Spr | Units: 3
Instructors: ; Boyd, B. (PI)

PUBLPOL 182: Ethics, Public Policy, and Technological Change (COMM 180, CS 182, ETHICSOC 182, PHIL 82, POLISCI 182)

Last offered: Winter 2023 | Units: 5 | UG Reqs: WAY-ER

PUBLPOL 203F: Ethics of Truth in a Post-Truth World (PUBLPOL 103F)

Terms: Spr | Units: 2-3

PUBLPOL 219: AI, Autonomy, and the Future of Warfare (INTLPOL 265, PUBLPOL 119)

Terms: Spr | Units: 3
Instructors: ; Boyd, B. (PI)

PUBLPOL 364: The Future of Finance (ECON 152, ECON 252)

Last offered: Winter 2020 | Units: 2

PWR 1SBB: Writing & Rhetoric 1: The Rhetoric of Robots and Artificial Intelligence

Terms: Aut | Units: 4 | UG Reqs: Writing 1
Instructors: ; Brawn, S. (PI)

STS 10: Introduction to AI Safety (CS 120)

Terms: Spr | Units: 3

STS 10SI: Introduction to AI Alignment

Terms: Aut, Win | Units: 2
Instructors: ; Edwards, P. (PI)

STS 164: Ecosystems of Power: The Ethics and Influence of AI

Terms: Win | Units: 4
Instructors: ; Fox, A. (PI)

SYMSYS 112: Challenges for Language Systems (SYMSYS 212)

Last offered: Autumn 2017 | Units: 3-4

SYMSYS 122: The Social & Economic Impact of Artificial Intelligence (CS 22A, INTLPOL 200)

Terms: Win | Units: 1
Instructors: ; Kaplan, J. (PI)

SYMSYS 168A: Black Mirror: A.I.Activism (AMSTUD 106B, ARTHIST 168A, CSRE 106A, ENGLISH 106A)

Terms: Win | Units: 3 | UG Reqs: WAY-A-II, WAY-EDP
Instructors: ; Elam, M. (PI)

SYMSYS 195A: Design for Artificial Intelligence (CS 247A)

Terms: Aut | Units: 3-4

SYMSYS 195Q: What does AI get right and wrong about language?

Terms: Aut, Win | Units: 3
Instructors: ; Ziegler, J. (PI)

SYMSYS 206: Topics in Natural and Artificial Intelligence (PSYCH 247)

Terms: Win | Units: 3

SYMSYS 208: Computer Machines and Intelligence

Last offered: Winter 2019 | Units: 3

SYMSYS 212: Challenges for Language Systems (SYMSYS 112)

Last offered: Autumn 2017 | Units: 3-4
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