Course Offerings by Term
RTC – Required Technology Course
RSC – Required Societal Course
BTC – Breadth Technology Course
BSC – Breadth Societal Course
Please note that if a course has two designations for both a breadth and required course, i.e., RSC/BSC, that this means there is an exception for that semester only. Some breadth courses do have dual designations for all semesters, i.e., BTC/BSC. Please see the “Requirements” tab for the regular course designation.
Spring 2024 (Updating in progress)
ANT 238: Human, Machine, and In-Between: The Anthropology of AI, RSC
ANT 325/MAE 347 – Robots in Human Ecology: A Hands-on Course for Anthropologists, Engineers, and Policymakers, BSC/BTC
ANT 354 – Digital Anthropology: Methods for Exploring Virtual Worlds, BSC
APC 199/MAT 199 – Math Alive, BTC
ARC 492/URB 492/ENV 492 – Topics in the Formal Analysis of the Urban Structure – Environmental Challenges of Urban Sprawl, BSC
AST 309/MAE 309/PHY 309, ENE 309 – The Science of Fission and Fusion Energy, BTC
CBE 260/EGR 260 – Ethics and Technology: Engineering in the Real World, BSC
CEE 325 – Environmental Biotechnology, BSC/BTC
COS 126/EGR 126 – Computer Science: An Interdisciplinary Approach, RTC (only COS 109 or COS 126 count for credit for the certificate, but not both.)
COS 324 – Introduction to Machine Learning, RTC
COS 429 – Computer Vision, RTC
COS 432/ECE 432 – Information Security, RTC
COS 445 – Economics and Computing (was Networks, Economics and Computing), RTC
ECE 201 – Information Signals, RTC
ECE 368 – Introduction To Wireless Communication Systems, RTC
ECE 473/COS 473 – Elements of Decentralize Finance, RTC
ECO 332/GHP 332 – Economics of Health and Heath Care, BSC
ENE 308/MAE 308/GEO 308 – Engineering the Climate: Technical & Policy Challenges, BTC
EGR 277/SOC 277/HIS 277 – Technology and Society, Core Course
EGR 371/ENT 371 – Designing the Future of Work: Public Interest Technology Development, RTC
EGR 395 – Venture Capital and Finance of Innovation, RSC
EGR 421/SPI 487 – Reimagining Digital Public Infrastructure in India and Globally, BTC/BSC
EGR 494 – Leadership Development for Business, BSC
FRS 128 – Tech/Ethics, RSC
FRS 172 – Origins of Modern Communications and Principles of Innovation, BSC
GER 211 – Introduction to Media Theory, BSC
HIS 278 – Digital, Spatial, Visual, and Oral Histories, RSC
HIS 295 – Making America: Technology and History in the United States, BSC
HUM 346/ENG 256 – Introduction to Digital Humanities, RSC
HUM 349/STC 350/COM 374 – Making Sense of Artificial Intelligence: Fiction, Technology, Storytelling, BSC
MAE 228/EGR 228/CBE 228/ENE 228 – Energy Technologies in the 21st Century, BTC
NEU 537/MOL 537/PSY 517 – Computational Neuroscience, BTC
ORF 401 – Electronic Commerce, RTC
ORF 387 – Networks, RTC
POL 327 – Mass Media, Social Media and American Politics, RSC
POL 346 – Applied Quantitative Analysis, RTC
SML 354/PHI 354 – Artificial Intelligence: A Hands-on Introduction from Basics to ChatGPT, RTC
SOC 382 – Political Economy of the Digital Society, RSC
SOC 384 – Steering the Future: Exploring the Impact of Driverless Cars, BSC
SPI 200 – Statistics for Social Science, BTC
SPI 492 – Down the Rabbit Hole: Combating Far-Right Radicalization and Disinformation on U.S. Social Platforms. RSC
TRA 301/COS 401/LIN 304 – Introduction to Machine Translation, RTC
Fall 2023
AAS 339/EGR 339: Black Mirror: Race, Technology and Justice, RSC
ANT 211 – Surveillance, Technoscience, and Society, RSC
ANT 302 – Ethnography for Research Design, BSC
ANT 437/AAS 437 – Gaming Blackness: The Anthropology of Video Games and Race, BSC
APC 524/MAE 506/AST 506 – Software Engineering for Scientific Computing, RTC
CEE 102A/EGR 102A/MAE 102A – Engineering in the Modern World, BSC
CEE 102B/EGR 102B/MAE 102B – Engineering in the Modern World, BTC
COS IW 05 – Technology Policy, RSC (This seminar may count as a RSC or used as a student’s independent work for the certificate, but not both. This seminar is only open to COS students and only the course taught by Mihir Kshirsagar will count.)
COS 109/EGR 109 – Computers in Our World, RTC (only COS 109 or COS 126 count for credit for the certificate)
COS 126/EGR 126 – Computer Science: An Interdisciplinary Approach, RTC (only COS 109 or COS 126 count for credit for the certificate)
COS 324 – Introduction to Machine Learning, RTC
COS 350 – Ethics of Computing, RTC
COS 436 – Human-Computer Interaction, BTC
COS 448/EGR 448 – Innovating Across Technology, Business, and Marketplaces, RSC
COS 455/MOL 455/QCB 455 – Introduction to Genomics and Computational Molecular Biology, RTC
ECE 435 – Machine Learning and Pattern Recognition, RTC
ECO 326 – Economics of the Internet: The Digital Revolution, RSC
EGR 383/ENT 393 – Design Research and Humanistic Innovation, BSC
EGR 395 – Venture Capital and Finance of Innovation, RSC
EGR 491/ECE 491 – High Tech Entrepreneurship, BSC
EGR 494 – Leadership Development for Business, BSC
ECE 206/COS 306 – Contemporary Logic Design, RTC
ECE 364 – Machine Learning for Predictive Data Analytics, RTC
ECE 535 – Machine Learning and Pattern Recognition, RTC
ENV 304/ECO 328/EEB 304/WWS 455 – Disease Ecology, Economics, and Policy, BSC
ENV 367/GEO 367 – Modeling the Earth System: Assessing Strategies for Mitigating Climate Change, BTC
HIS 298 – Information Revolution, RSC
HIS 390 – Formations of Knowledge: Historical Approaches to Science, Technology, and Medicine, BSC
GHP 350/SPI 380/ANT 380 – Critical Perspectives in Global Health, BSC
MAE 345, Introduction to Robotics, RTC
POL 345/SOC 305/SPI 211 – Introduction to Quantitative Social Science, BTC/BSC
QCB 455/MOL 455/COS 455 – Introduction to Genomics and Computational Molecular Biology, RTC
SOC 301 – Statistical Methods in Sociology, BTC/BSC
SPI 401d – Policy Seminars: Platform Regulation (This is open to SPIA juniors only and can count as independent work for the T&S certificate, information technology track. (Only the course taught by Mihir Kshirsagar will count.)
STC 349/ENV 349/JRN 349 – Writing About Science, BSC
Spring 2023
AAS 339/EGR 339: Black Mirror: Race, Technology and Justice, RSC
ANT 238: Human, Machine, and In-Between: The Anthropology of AI, RSC
APC 199/MAT 199 – Math Alive, BTC
AST 309/MAE 309/PHY 309, ENE 309 – The Science of Fission and Fusion Energy, BTC
CBE 260/EGR 260 – Ethics and Technology: Engineering in the Real World, BSC
CEE 401/ENV 401 – Zero Carbon, Resilient, Equitable Cities: Infrastructure Innovations and Systems Analysis, BSC
COM 332/HUM 332/TRA 332 – Who Owns This Sentence? Copyright Culture from the Romantic Era to the Age of the Internet, RSC
COS IW 05 Seminar – Technology Policy, RSC (This seminar may count as a RSC or used as a COS student’s independent work for the certificate, but not both. Only COS students may take this seminar.)
COS 126/EGR 126 – Computer Science: An Interdisciplinary Approach, RTC (only COS 109 or COS 126 count for credit for the certificate, but not both.)
COS 324 – Introduction to Machine Learning, RTC
COS 351/SPI 351/SOC 353 – Information Technology and Public Policy, RSC
COS 429 – Computer Vision, RTC
COS 432/ECE 432 – Information Security, RTC
COS 433/MAT 473 – Cryptography, RTC
COS 445 – Economics and Computing (was Networks, Economics and Computing), RTC
COS 461 – Computer Networks, RTC
ECE 201 – Information Signals, RTC
ECE 368 – Introduction To Wireless Communication Systems, RTC
ECE 464 – Embedded Computing, RTC
ECE 473/COS 473 – Elements of Decentralize Finance, RTC
ECO 332/GHP 332 – Economics of Heath and Health Care, BSC
EGR 277/SOC 277/HIS 277 – Technology and Society, Core Course
EGR 383/ENT 393 – Design Research and Humanistic Innovation, BSC
EGR 395 – Venture Capital and Finance of Innovation, RSC
EGR 491/ECE 491 – High Tech Entrepreneurship, BSC
EGR 494 – Leadership Development for Business, BSC
FRS 114 – Technology and the Environment, BSC
FRS 118 – Life on Mars – or Maybe Not, BSC
FRS 172 – Origins of Modern Communications and Principles of Innovation, BSC
GER 211 – Introduction to Media Theory, BSC
HIS 390 – History of Science, Technology and Medicine: Ideas and Methods, BSC
MAE 328/EGR 328/ENV 328/ENE 328 – Energy for a Greenhouse-Constrained World, BTC
NES 366/ENE 364/ENV 366 – Oil, Energy in the Middle East, BSC
ORF 350 – Analysis of Big Data, RTC (*This is the last semester this course will count.)
PHI 371 – Philosophical Foundations of Probability and Decision Theory, RSC
POL 346 – Applied Quantitative Analysis, RTC
SML 201 – Introduction to Data Science, RTC (*This is the last semester this course will count.)
SOC 306/SML 306 – Machine Learning with Social Data: Opportunities and Challenges, RSC
SPI 200 – Statistics for Social Science, BTC
SPI 353 – Science and Global Security: From Nuclear Weapons to Cyberwarfare and Artificial Intelligence, BTC
SPI 365 – Tech/Ethics, RSC
SPI 402e – IW – Policy Task Forces – Information Ethics and Policy: Regulating Biometric Technologies – This is open to SPIA juniors only and can count as IW for the T&S certificate, information technology track. (Only this course taught by Mihir Kshirsagar will count.)
TRA 301/COS 401/LIN 304 – Introduction to Machine Translation, RTC
Fall 2022
ANT 211 – Surveillance, Technoscience, and Society, RSC
ANT 302 – Ethnography for Research Design, BSC
APC 524/MAE 506/AST 506 – Software Engineering for Scientific Computing, RTC
CEE 102A/EGR 102A/MAE 102A – Engineering in the Modern World, BSC
CEE 102B/EGR 102B/MAE 102B – Engineering in the Modern World, BTC
COS IW 08 – Socially Responsible Computing, RSC (This seminar may count as a RSC or used as a student’s independent work for the certificate, but not both.)
COS 109/EGR 109 – Computers in Our World, RTC (only COS 109 or COS 126 count for credit for the certificate)
COS 126/EGR 126 – Computer Science: An Interdisciplinary Approach, RTC (only COS 109 or COS 126 count for credit for the certificate)
COS 324 – Introduction to Machine Learning, RTC
COS 432/ECE 432 – Information Security, RTC
COS 448/EGR 448 – Innovating Across Technology, Business, and Marketplaces, RSC
COS 455/MOL 455/QCB 455 – Introduction to Genomics and Computational Molecular Biology, RTC
ECE 435 – Machine Learning and Pattern Recognition, RTC
ECE 470/COS 470 – Principals of Blockchain, RTC
ECO 326 – Economics of the Internet: The Digital Revolution, RSC
ECO 416 – Fintech, BTC
EGR 395 – Venture Capital and Finance of Innovation, RSC
EGR 488/ENT 488 – Designing Ventures to Change the World, BSC
EGR 491/ECE 491 – High Tech Entrepreneurship, BSC
EGR 494 – Leadership Development for Business, BSC
EGR 497 – Entrepreneurial Leadership, BSC
ECE 206/COS 306 – Contemporary Logic Design, RTC
ECE 364 – Machine Learning for Predictive Data Analytics, RTC
ECE 535 – Machine Learning and Pattern Recognition, RTC
ENE 202/ARC 208/EGR 208/ENV 206 – Designing Sustainable Systems: Responding to the Pandemic in the Information Age, BTC
ENV 304/ECO 328/EEB 304/WWS 455 – Disease Ecology, Economics, and Policy, BSC
ENV 367/GEO 367 – Modeling the Earth System: Assessing Strategies for Mitigating Climate Change, BTC
FRS 139 – The Coming of Driverless Cars, BSC
FRS 179 – Princeton and the Dawn of the Information Age, RSC
GHP 350/SPI 380/ANT 380 – Critical Perspectives in Global Health, BSC
HUM 346/ENG 256 – Introduction to Digital Humanities, RSC
ORF 387 – Networks, RTC
ORF 473 – Special Topics in Operations Research and Financial Engineering – Financial Technology and Data-Driven Innovation, RTC
POL 327 – Mass Media, Social Media, and American Politics, RSC
POL 345/SOC 305/SPI 211 – Introduction to Quantitative Social Science, BTC/BSC
POL 346 – Applied Quantitative Analysis, RTC
QCB 455/MOL 455/COS 455 – Introduction to Genomics and Computational Molecular Biology, RTC
SML 201 – Introduction to Data Science, RTC
SOC 301 – Statistical Methods in Sociology, BTC/BSC
STC 349/ENV 349/JRN 349 – Writing About Science, BSC
Spring 2022
AAS 339/EGR 339: Black Mirror: Race, Technology and Justice, RSC
APC 199/MAT 199 – Math Alive, BTC
ARC 492/URB 492/ENV 492 – Topics in the Formal Analysis of the Urban Structure – Environmental Challenges of Urban Sprawl, BSC
CEE 392/HUM 392 – Engineering Justice and the City: Technologies, Environments, and Power, BSC
COS IW 03 – Seminar Tech Policy, RSC (This seminar may count as a RSC or used as a student’s independent work for the certificate, but not both.)
COS 126/EGR 126 – Computer Science: An Interdisciplinary Approach, RTC (only COS 109 or COS 126 count for credit for the certificate, but not both.)
COS 324 – Introduction to Machine Learning, RTC
COS 432/ECE 432 – Information Security, RTC
COS 445 – Economics and Computing (was Networks, Economics and Computing), RTC
COS 448/EGR 448 – Innovating Across Technology, Business, and Marketplaces, RSC
ECE 368 – Introduction To Wireless Communication Systems, RTC
ECE 472 – Architectures for Secure Computers and Smartphones, RTC
ECO 332/GHP 332 – Economics of Health and Health Care, BSC
EGR 277/SOC 277/HIS 277 – Technology and Society, Core Course
EGR 371/ENT 371 – Designing the Future of Work: Public Interest Technology Development, RTC
EGR 395 – Venture Capital and Finance of Innovation, RSC
EGR 491/ECE 491 – High Tech Entrepreneurship, BSC
EGR 494 – Leadership Development for Business, BSC
ENV 316 – Climate Science and Communication, BSC
FRS 118 – Life on Mars – or Maybe Not, BSC
FRS 122 – Connection and Communication in the Digital Bazaar, RSC
FRS 128 – Tech/Ethics, RSC
GER 211 – Introduction to Media Theory, BSC
HIS 295 – Making America: Technology and History in the United States, BSC
HUM 346/ENG 256 – Introduction to Digital Humanities, RSC
MAE 228/EGR 228/CBE 228/ENE 228 – Energy Technologies in the 21st Century, BTC
MAE 328/EGR 328/ENV 328/ENE 328 – Energy for a Greenhouse-Constrained World, BTC
NES 366/ENE 364/ENV 366 – Oil, Energy in the Middle East, BSC
NEU 537/MOL 537/PSY 517 – Computational Neuroscience BTC
ORF 350 – Analysis of Big Data, RTC
ORF 387 – Networks, RTC
ORF 401 – Electronic Commerce, RTC
ORF 473 – Special Topics in Operations Research and Financial Engineering – Financial Technology and Data-Driven Innovation, RTC
POL 341 – Experimental Methods in Politics, RSC
POL 346 – Applied Quantitative Analysis, RTC
SML 201 – Introduction to Data Science, RTC
SOC 306/SML 306 – Machine Learning with Social Data: Opportunities and Challenges, RSC
SOC 409/COS 409 – Critical Approaches to Human Computer Interaction, RSC
SPI 200 – Statistics for Social Science, BTC
SPI 334/SOC 319 – Media and Public Policy, RSC
SPI 353 – Science and Global Security: From Nuclear Weapons to Cyberwarfare and Artificial Intelligence, BTC
SPI 354 – Modern Genetics and Public Policy, BSC
SPI 586F – Topics in STEP: Technology Policy and Law, RSC
TRA 301/COS 401/LIN 304 – Introduction to Machine Translation, RTC
Fall 2021
AMS 399/HIS 399 – In the Groove: Technology and Music in American History, from Edison to the iPod, BSC
ANT 455 – Visible Evidence: Documentary Film and Data Visualization, RSC
APC 524/MAE 506/AST 506 – Software Engineering for Scientific Computing, RTC
CEE 102A/EGR 102A/MAE 102A – Engineering in the Modern World, BSC
CEE 102B/EGR 102B/MAE 102B – Engineering in the Modern World, BTC
COS IW 05: Technology Policy – RSC (This seminar may count as a RSC or used as a student’s independent work for the certificate, but not both.)
COS 109/EGR 109 – Computers in Our World, RTC (only COS 109 or COS 126 count for credit for the certificate)
COS 126/EGR 126 – Computer Science: An Interdisciplinary Approach, RTC (only COS 109 or COS 126 count for credit for the certificate)
COS 324 – Introduction to Machine Learning, RTC
COS 429 – Computer Vision, RTC
COS 432/ECE 432 – Information Security, RTC
COS 455/MOL 455/QCB 455 – Introduction to Genomics and Computational Molecular Biology, RTC
COS 461 – Computer Networks, RTC
COS 597C – Advanced Topics in Computer Science: Computer Science for Public Policy and Law, RSC
ECE 206/COS 306 – Contemporary Logic Design, RTC
ECE 364 – Machine Learning for Predictive Data Analytics,RTC
ECE 435 – Machine Learning and Pattern Recognition, RTC
ECE 472 – Architectures for Secure Computers and Smartphones, RTC
ECE 535 – Machine Learning and Pattern Recognition, RTC
ECE 574 – Security and Privacy in Computing and Communication, RTC
ECO 326 – Economics of the Internet: The Digital Revolution, RSC
ECO 416 – Fintech, BTC
EGR 395/ENT 395 – Venture Capital and Finance of Innovation, RSC
EGR 488/ENT 488 – Designing Ventures to Change the World, BSC
EGR 491/ECE 491/ENT 491 – High-Tech Entrepreneurship, BSC
EGR 494 – Leadership Development for Business, BSC
EGR 497 – Entrepreneurial Leadership, BSC
ENE 475/PSY 475 – Human Factors 2.0 – Psychology for Engineering, Energy, and Environmental Decisions, BSC
ENV 304/ECO 328/EEB 304/WWS 455 – Disease Ecology, Economics, and Policy, BSC
ENV 377 /CEE 377/SAS 377/URB 377 – Sustainable Cities in the US and India: Technology, Policy & Entrepreneurship Pathways, RSC
FRS 179 – Princeton and the Dawn of the Information Age, RSC
GHP 350/SPI 380/ANT 380 – Critical Perspectives in Global Health, BSC
ORF 467 – Transportation Systems Analysis, RTC
ORF 473 – Special Topics in Operations Research and Financial Engineering – Financial Technology and Data-Driven Innovation, RTC
POL 345/SOC 305/SPI 211 – Introduction to Quantitative Social Science, BTC/BSC
SML 201 – Introduction to Data Science, RTC
SOC 204 – Social Networks, RSC
SOC 215 – The Sociology of the Internet, RSC
SOC 301 – Statistical Methods in Sociology, BTC/BSC
THR 210A/STC 210A – Storytelling for Technology and Performance, BSC
Spring 2021 – Please note all T&S information technology track courses taken this semester may use the P/D/F system due to the COVID-19 pandemic.
AAS 301/SOC 367 – Black to the Future: Science, Fiction, and Society, RSC
APC 199/MAT 199 – Math Alive, BTC
ARC 492/URB 492/ENV 492 – Topics in the Formal Analysis of the Urban Structure – Environmental Challenges of Urban Sprawl, BSC
CBE 260/EGR 260 – Ethics and Technology: Engineering in the Real World, BSC
CEE 392 – Engineering Justice and the City: Technologies, Environments, and Power, BSC
COS IW 03 – Seminar Tech Policy, RSC (This seminar may count as a RSC or used as a student’s independent work for the certificate, but not both.)
COS 126/EGR 126 – Computer Science: An Interdisciplinary Approach, RTC (only COS 109 or COS 126 count for credit for the certificate, but not both.)
COS 324 – Introduction to Machine Learning, RTC
COS 424/SML 302 – Fundamentals of Machine Learning, RTC
COS 432/ECE 432 – Information Security, RTC
COS 445 – Economics and Computing (was Networks, Economics and Computing), RTC
COS 448/EGR 448 – Innovating Across Technology, Business, and Marketplaces, RSC
ECE 368 – Introduction To Wireless Communication Systems, RTC
EGR 277/SOC 277/HIS 277 – Technology and Society, Core Course
EGR 395 – Venture Capital and Finance of Innovation, RSC
EGR 491/ECE 491 – High Tech Entrepreneurship, BSC
EGR 494 – Leadership Development for Business, BSC
ENE 202/ARC 208/EGR 208/ENV 206 – Designing Sustainable Systems: Understanding our Environment with the Internet of Things, BTC
ENV 303/EEB 303 – Agriculture, Human Diets and the Environment, BSC
ENV 316 – Climate Science and Communications, BSC
FRS 118 – Life on Mars – or Maybe Not, BSC
FRS 122 – Connection and Communication in the Digital Bazaar, RSC
FRS 162 – Bioethics: Public Policy, Ethics and the Law, BSC
FRS 172 – Money, Markets and Morals, BSC
GER 211 – Introduction to Media Theory, BSC
HUM 331/HIS 336 – A History of Words: Technologies of Communication from Cuneiform to Coding, RSC
ITA 320/COM 378 – Cybernetics, Literary Ghosts and the Italian Way, BSC
MAE 228/EGR 228/CBE 228/ENE 228 – Energy Technologies in the 21st Century, BTC
MAE 328/EGR 328/ENV 328/ENE 328 – Energy for a Greenhouse-Constrained World, BTC
NES 366/ENE 364/ENV 366 – Oil, Energy and the Middle East, BSC
ORF 350 – Analysis of Big Data, RTC
ORF 387 – Networks, RTC
ORF 401 – Electronic Commerce, RTC
ORF 473 – Special Topics in Operations Research and Financial Engineering – Financial Technology and Data-Driven Innovation, RTC
PHI 277/CHV 277/GHP 377 – Biomedical Ethics
PHI 350/CHV 356 – Ethics of Emerging Technologies, RSC
PHI 371 – Philosophical Foundations of Probability and Decision Theory, RSC
POL 345/SOC 305/SPI 211 – Introduction to Quantitative Social Science, BTC/BSC
POL 346 – Applied Quantitative Analysis, RTC
SML 201 – Introduction to Data Science, RTC
SOC 204 – Social Networks, RSC
SOC 306/SML 306 – Machine Learning with Social Data: Opportunities and Challenges, RSC
SOC 414/COS 415 – Can We Build Anti-Racist Technologies?, RSC
SPI 200 – Statistics for Social Science, BTC
SPI 338 – When Old Debates Were New Again: Exploring the Theoretical Origins of Internet Policy, RSC
SPI 353 – Science and Global Security: From Nuclear Weapons to Cyberwarfare and Artificial Intelligence, BTC
SPI 354 – Modern Genetics and Public Policy, BSC
TRA 301/COS 401/LIN 304 – Introduction to Machine Translation, RTC
VIS 206 – Feminist Technoscience: Art, Technology, & Gender, BSC