ACCT 332:
Mergers and Acquisitions
Last offered: Autumn 2022
| Units: 3
ANES 300A:
Anesthesia Operating Room Clerkship
Terms: Aut, Win, Spr, Sum
| Units: 3-6
| Repeatable
2 times
(up to 12 units total)
ANES 300B:
Anesthesia Operating Room Clerkship
Terms: Aut, Win, Spr, Sum
| Units: 3-6
ASNAMST 12SI:
The Mindy Kaling Cinematic Universe
Terms: Spr
| Units: 1-2
BIOE 396:
BioEntrepreneurship Bootcamp
Terms: Spr
| Units: 2
BIOS 216:
The Practice of Reproducible Research
Terms: Win
| Units: 2
BIOS 223:
Development and reporting of robust and reproducible LC-MS/MS assays
Terms: Aut, Win
| Units: 1
CEE 242R:
Project Risk Analysis
Terms: Win
| Units: 3
CEE 275K:
The Practice of Environmental Consulting
Last offered: Winter 2019
| Units: 2
CEE 299:
Independent Study in Civil Engineering for CEE-MS Students
Terms: Aut, Win, Spr, Sum
| Units: 1-5
| Repeatable
for credit
Instructors: ;
Armeni, I. (PI);
Baker, J. (PI);
Bennon, M. (PI);
Billington, S. (PI);
Boehm, A. (PI);
Borja, R. (PI);
Cain, B. (PI);
Criddle, C. (PI);
Davis, J. (PI);
Deierlein, G. (PI);
Douglas, K. (PI);
Fischer, M. (PI);
Fletcher, S. (PI);
Fong, D. (PI);
Freyberg, D. (PI);
Fringer, O. (PI);
Fruchter, R. (PI);
Gorle, C. (PI);
Gragg, D. (PI);
Groves, R. (PI);
Hildemann, L. (PI);
Hummel, H. (PI);
Jacobson, M. (PI);
Jain, R. (PI);
Katz, G. (PI);
Kiremidjian, A. (PI);
Kitanidis, P. (PI);
Koen, N. (PI);
Kolderup, E. (PI);
Koseff, J. (PI);
Law, K. (PI);
Leckie, J. (PI);
Lepech, M. (PI);
Levitt, R. (PI);
Linder, C. (PI);
Luthy, R. (PI);
Masters, G. (PI);
Mauter, M. (PI);
McCann, M. (PI);
Miranda, E. (PI);
Mitch, W. (PI);
Monismith, S. (PI);
Monk, A. (PI);
Noh, H. (PI);
Osman, K. (PI);
Ouellette, N. (PI);
Rajagopal, R. (PI);
Sedar, B. (PI);
Simpson, B. (PI);
Spormann, A. (PI);
Tarpeh, W. (PI);
Tucker, A. (PI);
Wood, E. (PI);
Tuttle, G. (GP)
CEE 366A:
Addressing deep uncertainty in systems models for sustainability
Last offered: Winter 2023
| Units: 3
CHEM 124:
Organic Chemistry Laboratory
Terms: Aut
| Units: 3
| UG Reqs: GER: DB-NatSci
CHEM 131:
Instrumental Analysis Principles and Practice
Terms: Spr
| Units: 5
| UG Reqs: GER: DB-NatSci, WAY-AQR, WAY-SMA
COMPMED 200:
One Health Journal Club
Terms: Aut, Win
| Units: 1
| Repeatable
5 times
(up to 5 units total)
CS 163:
The Practice of Theory Research
Last offered: Winter 2022
| Units: 3
| UG Reqs: WAY-SMA
DESIGN 360R:
Advanced Reflective Practice
Terms: Aut
| Units: 1
DESIGN 361A:
MS Design Capstone Project 1
Terms: Aut
| Units: 3
DESIGN 361B:
MS Design Capstone Project 2
Terms: Win
| Units: 3
DESIGN 361C:
MS Design Capstone Project 3
Terms: Spr
| Units: 3
| Repeatable
for credit
DESIGN 368:
Leadership Lab (ME 368, MS&E 489)
Terms: Spr
| Units: 3-4
EARTHSYS 290:
Master's Seminar
Terms: Aut, Win
| Units: 3
ECON 261:
The Engineering Economics of Electricity Markets (EE 268)
Terms: Aut
| Units: 3
EDUC 259:
Education Data Science Seminar
| Units: 1-3
EDUC 259A:
Education Data Science Seminar
Terms: Aut
| Units: 1-3
EDUC 259B:
Education Data Science Seminar
Terms: Win
| Units: 1-3
EDUC 259C:
Education Data Science Seminar
Terms: Spr
| Units: 1-3
EDUC 259D:
Education Data Science Capstone Projects
Terms: Aut
| Units: 1-3
EDUC 259E:
Education Data Science Capstone Projects
Terms: Win
| Units: 1-3
EDUC 259F:
Education Data Science Capstone Projects
Terms: Spr
| Units: 1-3
EE 203:
The Entrepreneurial Engineer
Last offered: Winter 2018
| Units: 1
| Repeatable
for credit
EE 205:
Product Management for Electrical Engineers and Computer Scientists
Terms: Aut
| Units: 3
EE 268:
The Engineering Economics of Electricity Markets (ECON 261)
Terms: Aut
| Units: 3
EE 277:
Bandit Learning: Behaviors and Applications (MS&E 237A)
Terms: Aut
| Units: 3
EE 290A:
Curricular Practical Training for Electrical Engineers
Terms: Aut, Win, Spr, Sum
| Units: 1
EE 290B:
Curricular Practical Training for Electrical Engineers
Terms: Aut, Win, Spr, Sum
| Units: 1
EE 290C:
Curricular Practical Training for Electrical Engineers
Terms: Aut, Win, Spr, Sum
| Units: 1
EE 290D:
Curricular Practical Training for Electrical Engineers
Terms: Aut, Win, Spr, Sum
| Units: 1
EE 290E:
Curricular Practical Training for Electrical Engineers
Terms: Aut, Win, Spr, Sum
| Units: 1
EE 370:
Reinforcement Learning: Behaviors and Applications (MS&E 237B)
Terms: Win
| Units: 3
EMED 308A:
Point-of-Care Ultrasound Clerkship
Terms: Aut, Win, Spr
| Units: 6
ENVRES 398:
Directed Reading in Environment and Resources
Terms: Aut, Win, Spr, Sum
| Units: 1-10
| Repeatable
for credit
Instructors: ;
Ajami, N. (PI);
Algee-Hewitt, M. (PI);
Anderson, M. (PI);
Andrews, J. (PI);
Archie, P. (PI);
Ardoin, N. (PI);
Arrigo, K. (PI);
Asner, G. (PI);
Azevedo, I. (PI);
Bailenson, J. (PI);
Ball, J. (PI);
Banerjee, B. (PI);
Barnett, W. (PI);
Barry, M. (PI);
Becker, J. (PI);
Bendavid, E. (PI);
Bendor, J. (PI);
Benkard, L. (PI);
Benson, S. (PI);
Billington, S. (PI);
Block, B. (PI);
Boehm, A. (PI);
Boness, N. (PI);
Brandt, A. (PI);
Brown, J. (PI);
Burke, M. (PI);
Caers, J. (PI);
Cain, B. (PI);
Caldeira, K. (PI);
Caldwell, M. (PI);
Casciotti, K. (PI);
Chamberlain, P. (PI);
Cohen, J. (PI);
Comello, S. (PI);
Criddle, C. (PI);
Crowder, L. (PI);
Cullen, M. (PI);
Curran, L. (PI);
Dabiri, J. (PI);
Daily, G. (PI);
Davis, J. (PI);
De Leo, G. (PI);
Diffenbaugh, N. (PI);
Dirzo, R. (PI);
Diver, S. (PI);
Dunbar, R. (PI);
Durham, W. (PI);
Ehrlich, P. (PI);
Ernst, W. (PI);
Fendorf, S. (PI);
Ferguson, J. (PI);
Field, C. (PI);
Fischer, M. (PI);
Flewellen, A. (PI);
Francis, C. (PI);
Frank, Z. (PI);
Freyberg, D. (PI);
Fringer, O. (PI);
Fukami, T. (PI);
Fukuyama, F. (PI);
Gardner, C. (PI);
Gerritsen, M. (PI);
Goldhaber-Fiebert, J. (PI);
Gorelick, S. (PI);
Goulder, L. (PI);
Graham, S. (PI);
Granovetter, M. (PI);
Hadly, E. (PI);
Hayden, T. (PI);
Hoagland, S. (PI);
Hollberg, L. (PI);
Holmes, S. (PI);
Horne, R. (PI);
Hoyt, A. (PI);
Iancu, D. (PI);
Jackson, R. (PI);
Jacobson, M. (PI);
Jain, R. (PI);
Johari, R. (PI);
Jones, J. (PI);
Karl, T. (PI);
Kennedy, D. (PI);
Kennedy, J. (PI);
Knutson, B. (PI);
Kolstad, C. (PI);
Koseff, J. (PI);
Kovscek, A. (PI);
Krosnick, J. (PI);
LaBeaud, D. (PI);
Lambin, E. (PI);
Leape, J. (PI);
Lee, H. (PI);
Lepech, M. (PI);
Levitt, R. (PI);
Lobell, D. (PI);
Luby, S. (PI);
Luthy, R. (PI);
Mach, K. (PI);
Majumdar, A. (PI);
Martinez, J. (PI);
Masters, G. (PI);
Matson, P. (PI);
Mauter, M. (PI);
McAdam, D. (PI);
McFarland, D. (PI);
McGehee, M. (PI);
Meskell, L. (PI);
Michalak, A. (PI);
Micheli, F. (PI);
Miller, D. (PI);
Miller, G. (PI);
Monismith, S. (PI);
Mooney, H. (PI);
Mordecai, E. (PI);
Nall, C. (PI);
Naylor, R. (PI);
Nevle, R. (PI);
O'Neill, M. (PI);
Ortolano, L. (PI);
Palumbi, S. (PI);
Peay, K. (PI);
Plambeck, E. (PI);
Polk, E. (PI);
Powell, W. (PI);
Rafinejad, D. (PI);
Rajagopal, R. (PI);
Rao, H. (PI);
Rehkopf, D. (PI);
Reichelstein, S. (PI);
Reicher, D. (PI);
Ritts, B. (PI);
Sapolsky, R. (PI);
Satz, D. (PI);
Sawe, N. (PI);
Schoolnik, G. (PI);
Schultz, K. (PI);
Seetah, K. (PI);
Seiger, A. (PI);
Shaw, G. (PI);
Shiv, B. (PI);
Simonson, I. (PI);
Sivas, D. (PI);
Soule, S. (PI);
Stedman, S. (PI);
Suckale, J. (PI);
Sweeney, J. (PI);
Szeptycki, L. (PI);
Tal, A. (PI);
Tarpeh, W. (PI);
Thomas, L. (PI);
Thompson, B. (PI);
Tuljapurkar, S. (PI);
Vitousek, P. (PI);
Wara, M. (PI);
Weinstein, J. (PI);
Weyant, J. (PI);
White, R. (PI);
Wilcox, M. (PI);
Willer, R. (PI);
Wolfe, M. (PI);
Wong-Parodi, G. (PI);
Zoback, M. (PI)
ENVRES 399:
Directed Research in Environment and Resources
Terms: Aut, Win, Spr, Sum
| Units: 1-15
| Repeatable
for credit
Instructors: ;
Ajami, N. (PI);
Algee-Hewitt, M. (PI);
Anderson, M. (PI);
Andrews, J. (PI);
Archie, P. (PI);
Ardoin, N. (PI);
Arrigo, K. (PI);
Asner, G. (PI);
Azevedo, I. (PI);
Bailenson, J. (PI);
Ball, J. (PI);
Banerjee, B. (PI);
Barnett, W. (PI);
Barry, M. (PI);
Becker, J. (PI);
Bendavid, E. (PI);
Bendor, J. (PI);
Benson, S. (PI);
Billington, S. (PI);
Block, B. (PI);
Boehm, A. (PI);
Bonds, M. (PI);
Brandt, A. (PI);
Brest, P. (PI);
Burke, M. (PI);
Caers, J. (PI);
Cain, B. (PI);
Caldeira, K. (PI);
Caldwell, M. (PI);
Casciotti, K. (PI);
Chamberlain, P. (PI);
Cohen, J. (PI);
Comello, S. (PI);
Criddle, C. (PI);
Crowder, L. (PI);
Cullen, M. (PI);
Cullenward, D. (PI);
Curran, L. (PI);
Dabiri, J. (PI);
Daily, G. (PI);
Davis, J. (PI);
De Leo, G. (PI);
Diffenbaugh, N. (PI);
Dirzo, R. (PI);
Diver, S. (PI);
Dunbar, R. (PI);
Durham, W. (PI);
Ehrlich, P. (PI);
Epstein, J. (PI);
Ernst, W. (PI);
Fendorf, S. (PI);
Ferguson, J. (PI);
Field, C. (PI);
Fischer, M. (PI);
Flewellen, A. (PI);
Francis, C. (PI);
Frank, Z. (PI);
Freyberg, D. (PI);
Fringer, O. (PI);
Fukami, T. (PI);
Fukuyama, F. (PI);
Gardner, C. (PI);
Gerritsen, M. (PI);
Goldhaber-Fiebert, J. (PI);
Gorelick, S. (PI);
Goulder, L. (PI);
Graham, S. (PI);
Granovetter, M. (PI);
Hadly, E. (PI);
Hayden, T. (PI);
Hoagland, S. (PI);
Hollberg, L. (PI);
Holmes, S. (PI);
Honigsberg, C. (PI);
Hummel, H. (PI);
Iancu, D. (PI);
Jackson, R. (PI);
Jacobson, M. (PI);
Jain, R. (PI);
Jones, J. (PI);
Karaduman, O. (PI);
Karl, T. (PI);
Kennedy, D. (PI);
Kennedy, J. (PI);
King, A. (PI);
Knutson, B. (PI);
Kolstad, C. (PI);
Koseff, J. (PI);
Kosinski, M. (PI);
Kovscek, A. (PI);
Krosnick, J. (PI);
LaBeaud, D. (PI);
Lambin, E. (PI);
Leape, J. (PI);
Lee, H. (PI);
Lepech, M. (PI);
Levitt, R. (PI);
Lin, M. (PI);
Lobell, D. (PI);
Luby, S. (PI);
Luthy, R. (PI);
Mach, K. (PI);
Majumdar, A. (PI);
Martinez, J. (PI);
Masters, G. (PI);
Matson, P. (PI);
Mauter, M. (PI);
McAdam, D. (PI);
McColl, D. (PI);
McFarland, D. (PI);
McGehee, M. (PI);
Meskell, L. (PI);
Michalak, A. (PI);
Micheli, F. (PI);
Miller, D. (PI);
Miller, G. (PI);
Monismith, S. (PI);
Mooney, H. (PI);
Mordecai, E. (PI);
Moxley, J. (PI);
Nall, C. (PI);
Nation, J. (PI);
Naylor, R. (PI);
Nevle, R. (PI);
O'Neill, M. (PI);
Onori, S. (PI);
Ortolano, L. (PI);
Palumbi, S. (PI);
Peay, K. (PI);
Plambeck, E. (PI);
Polk, E. (PI);
Powell, W. (PI);
Rafinejad, D. (PI);
Rajagopal, R. (PI);
Rao, H. (PI);
Reese, E. (PI);
Rehkopf, D. (PI);
Reichelstein, S. (PI);
Reicher, D. (PI);
Rogers, D. (PI);
Rumsey, P. (PI);
Sapolsky, R. (PI);
Satz, D. (PI);
Sawe, N. (PI);
Schoolnik, G. (PI);
Schultz, K. (PI);
Sears, R. (PI);
Seetah, K. (PI);
Seiger, A. (PI);
Shaw, G. (PI);
Shiv, B. (PI);
Simonson, I. (PI);
Sivas, D. (PI);
Soule, S. (PI);
Stedman, S. (PI);
Suckale, J. (PI);
Sweeney, J. (PI);
Szeptycki, L. (PI);
Tarpeh, W. (PI);
Thille, C. (PI);
Thomas, L. (PI);
Thompson, B. (PI);
Tuljapurkar, S. (PI);
Vitousek, P. (PI);
Wara, M. (PI);
Weinstein, J. (PI);
Westly, S. (PI);
Weyant, J. (PI);
White, R. (PI);
Wilcox, M. (PI);
Willer, R. (PI);
Wolfe, M. (PI);
Wong-Parodi, G. (PI);
Zoback, M. (PI)
EPS 287:
Fundamentals of Mass Spectrometry
| Units: 3
GSBGEN 587:
Policy Practicum: Alabama Innovation
Last offered: Spring 2021
| Units: 2
HRP 201A:
Health Policy Graduate Student Tutorial I
Terms: Aut
| Units: 1-2
HRP 201B:
Health Policy Graduate Student Tutorial II
Terms: Win
| Units: 1-2
HRP 201C:
Health Policy Graduate Student Tutorial III
Terms: Spr
| Units: 1-2
INTLPOL 340:
Technology, Innovation and Great Power Competition (MS&E 296)
Terms: Aut
| Units: 4
LAW 807I:
Policy Practicum: Tools for Reentry: Practices, Apps, and Services
Last offered: Winter 2020
| Units: 2-3
LAW 808C:
Policy Practicum: Examining Mandatory Arbitration and NDAs for Gender Discrimination Claims
Last offered: Autumn 2021
| Units: 2-3
LAW 2023:
Law, Order & Algorithms
Last offered: Spring 2021
| Units: 3
MATSCI 801:
TGR Project for MS Students
Terms: Aut, Win, Spr, Sum
| Units: 0
| Repeatable
for credit
Instructors: ;
Appel, E. (PI);
Bao, Z. (PI);
Beasley, M. (PI);
Bent, S. (PI);
Boxer, S. (PI);
Brongersma, M. (PI);
Chidsey, C. (PI);
Cho, K. (PI);
Chueh, W. (PI);
Clemens, B. (PI);
Cui, Y. (PI);
Dai, H. (PI);
Dauskardt, R. (PI);
Devereaux, T. (PI);
Dionne, J. (PI);
Fisher, I. (PI);
Frank, C. (PI);
Goodson, K. (PI);
Harris, J. (PI);
Heilshorn, S. (PI);
Hesselink, L. (PI);
Jornada, F. (PI);
Lee, T. (PI);
Lindenberg, A. (PI);
Mannix, A. (PI);
Manoharan, H. (PI);
McGehee, M. (PI);
McIntyre, P. (PI);
Melosh, N. (PI);
Musgrave, C. (PI);
Nishi, Y. (PI);
Nix, W. (PI);
Pianetta, P. (PI);
Pinsky, P. (PI);
Plummer, J. (PI);
Prinz, F. (PI);
Robertson, C. (PI);
Salleo, A. (PI);
Saraswat, K. (PI);
Sinclair, R. (PI);
Stebbins, J. (PI);
Stohr, J. (PI);
Tang, S. (PI);
Wang, S. (PI);
Wender, P. (PI);
Wong, H. (PI);
Frank, D. (GP)
ME 238:
Patent Prosecution
Last offered: Winter 2023
| Units: 2-3
ME 368:
Leadership Lab (DESIGN 368, MS&E 489)
| Units: 3-4
ME 393:
Master's Directed Research
Terms: Win, Spr, Sum
| Units: 1-10
| Repeatable
for credit
Instructors: ;
Cai, W. (PI);
Cappelli, M. (PI);
Chaudhuri, O. (PI);
Collins, S. (PI);
Cutkosky, M. (PI);
Darve, E. (PI);
Delp, S. (PI);
Edwards, M. (PI);
Feig, V. (PI);
Follmer, S. (PI);
Goodson, K. (PI);
Gu, W. (PI);
Hanson, R. (PI);
Iaccarino, G. (PI);
Ihme, M. (PI);
Kennedy, M. (PI);
Kenny, T. (PI);
Kuhl, E. (PI);
Larson, N. (PI);
Lele, S. (PI);
Levenston, M. (PI);
Lew, A. (PI);
Majumdar, A. (PI);
Mani, A. (PI);
Mayalu, M. (PI);
McKeon, B. (PI);
Moin, P. (PI);
Okamura, A. (PI);
Prinz, F. (PI);
Santiago, J. (PI);
Shaqfeh, E. (PI);
Tang, S. (PI);
Wang, H. (PI);
Zhao, R. (PI);
Zheng, X. (PI)
ME 393W:
Master's Directed Research: Writing the Report
Terms: Sum
| Units: 3
Instructors: ;
Cai, W. (PI);
Cappelli, M. (PI);
Chaudhuri, O. (PI);
Collins, S. (PI);
Cutkosky, M. (PI);
Darve, E. (PI);
Delp, S. (PI);
Edwards, M. (PI);
Feig, V. (PI);
Follmer, S. (PI);
Goodson, K. (PI);
Gu, W. (PI);
Hanson, R. (PI);
Iaccarino, G. (PI);
Ihme, M. (PI);
Kennedy, M. (PI);
Kenny, T. (PI);
Kuhl, E. (PI);
Larson, N. (PI);
Lele, S. (PI);
Levenston, M. (PI);
Lew, A. (PI);
Majumdar, A. (PI);
Mani, A. (PI);
Mayalu, M. (PI);
McKeon, B. (PI);
Moin, P. (PI);
Okamura, A. (PI);
Prinz, F. (PI);
Santiago, J. (PI);
Shaqfeh, E. (PI);
Tang, S. (PI);
Wang, H. (PI);
Zhao, R. (PI);
Zheng, X. (PI)
MS&E 10SC:
Artificial Intelligence and Deliberative Democracy
Terms: Sum
| Units: 2
MS&E 20:
Discrete Probability Concepts And Models
Terms: Sum
| Units: 4
| UG Reqs: WAY-FR
MS&E 75:
Redefining Creativity: Designing Human Connections in an AI World
Terms: Sum
| Units: 3
MS&E 79SI:
Values and Principles in the Workplace: PEAK Fellows
Terms: Aut
| Units: 1
MS&E 92Q:
International Environmental Policy
Terms: Win
| Units: 3
MS&E 108:
Senior Project
Terms: Win
| Units: 5
MS&E 111:
Introduction to Optimization (ENGR 62, MS&E 211)
Terms: Aut
| Units: 3-4
| UG Reqs: GER:DB-EngrAppSci, WAY-AQR
MS&E 111DS:
Introduction to Optimization: Data Science (MS&E 211DS)
Terms: Win
| Units: 3-4
MS&E 111X:
Introduction to Optimization (Accelerated) (MS&E 211X)
Terms: Spr
| Units: 3-4
| UG Reqs: WAY-AQR
MS&E 112:
Graph and Combinatorial Optimization (MS&E 212)
Terms: Win
| Units: 3
MS&E 120:
Introduction to Probability
Terms: Aut
| Units: 4
| UG Reqs: GER:DB-EngrAppSci, WAY-AQR, WAY-FR
MS&E 120ACE:
Introduction to Probability, ACE
Terms: Aut
| Units: 1
MS&E 121:
Introduction to Stochastic Modeling
Terms: Win
| Units: 4
| UG Reqs: GER:DB-EngrAppSci
MS&E 125:
Introduction to Applied Statistics
Terms: Spr
| Units: 4
MS&E 130:
Information Networks and Services
Terms: Win
| Units: 3
| UG Reqs: GER:DB-EngrAppSci
MS&E 134:
Solving Social Problems with Data (COMM 140X, DATASCI 154, EARTHSYS 153, ECON 163, POLISCI 154, PUBLPOL 155, SOC 127)
Terms: Aut, Spr
| Units: 5
| UG Reqs: WAY-AQR, WAY-SI
MS&E 135:
Networks
Terms: Win
| Units: 3
MS&E 140:
Accounting for Managers and Entrepreneurs (MS&E 240)
Terms: Spr, Sum
| Units: 3
MS&E 141:
Economic Analysis (MS&E 241)
Terms: Win
| Units: 3-4
MS&E 145:
Introduction to Finance and Investment
Terms: Win
| Units: 4
MS&E 146:
Corporate Financial Management (MS&E 249)
Terms: Win
| Units: 3-4
MS&E 148:
Ethics of Finance
Last offered: Autumn 2022
| Units: 1
MS&E 149:
Hedge Fund Management
Terms: Aut, Win, Spr
| Units: 1-2
| Repeatable
15 times
(up to 30 units total)
MS&E 152:
Introduction to Decision Analysis
Terms: Spr
| Units: 3-4
| UG Reqs: GER:DB-EngrAppSci, WAY-AQR, WAY-FR
MS&E 175:
Innovation, Creativity, and Change
Last offered: Winter 2023
| Units: 3-4
MS&E 178:
Entrepreneurship: Principles & Perspectives
Terms: Aut, Win, Spr
| Units: 2
| Repeatable
for credit
MS&E 180:
Organizations: Theory and Management
Terms: Aut, Spr, Sum
| Units: 3-4
MS&E 182:
Leading Organizational Change
Last offered: Spring 2019
| Units: 4
MS&E 183:
Leadership in Action
Last offered: Autumn 2022
| Units: 4
MS&E 184:
Flash Teams: Theory and Practice
Terms: Aut
| Units: 4
MS&E 185:
Global Work
Last offered: Spring 2019
| Units: 4
MS&E 188:
Organizing for Good
Terms: Win
| Units: 4
MS&E 193:
Technology and National Security (INTLPOL 256)
Terms: Aut
| Units: 3-4
| UG Reqs: WAY-SI
MS&E 201:
Dynamic Systems
Last offered: Spring 2022
| Units: 3
MS&E 206:
Incentives in Computer Science (CS 269I)
Terms: Spr
| Units: 3
MS&E 208A:
Practical Training
Terms: Aut, Win, Spr, Sum
| Units: 1
MS&E 208B:
Practical Training
Terms: Aut, Win, Spr, Sum
| Units: 1
MS&E 208C:
Practical Training
Terms: Aut, Win, Spr, Sum
| Units: 1
MS&E 208D:
Practical Training
Terms: Aut, Win, Spr, Sum
| Units: 1
MS&E 208E:
Part-Time Practical Training
Terms: Aut, Win, Spr, Sum
| Units: 1
| Repeatable
15 times
(up to 15 units total)
MS&E 211:
Introduction to Optimization (ENGR 62, MS&E 111)
Terms: Aut
| Units: 3-4
MS&E 211DS:
Introduction to Optimization: Data Science (MS&E 111DS)
Terms: Win
| Units: 3-4
MS&E 211X:
Introduction to Optimization (Accelerated) (MS&E 111X)
Terms: Spr
| Units: 3-4
MS&E 212:
Graph and Combinatorial Optimization (MS&E 112)
Terms: Win
| Units: 3
MS&E 213:
Introduction to Optimization Theory (CS 269O)
Last offered: Autumn 2020
| Units: 3
MS&E 214:
Advanced Applied Optimization
Terms: Spr
| Units: 3
MS&E 218:
Applied Data Science (CME 218)
Terms: Aut
| Units: 3
| Repeatable
2 times
(up to 6 units total)
MS&E 220:
Probabilistic Analysis
Terms: Aut
| Units: 3-4
MS&E 221:
Stochastic Modeling
Terms: Spr
| Units: 3
MS&E 223:
Simulation
Terms: Spr
| Units: 3
MS&E 224:
Resilience and Reliable Network Design
Terms: Win
| Units: 3
MS&E 226:
Fundamentals of Data Science: Prediction, Inference, Causality
Terms: Aut
| Units: 3
MS&E 228:
Applied Causal Inference with Machine Learning and AI (CS 288)
Terms: Win
| Units: 3
MS&E 230:
Market Design for Engineers
Last offered: Spring 2023
| Units: 3
MS&E 231:
Social Algorithms
Terms: Aut
| Units: 3
MS&E 232:
Introduction to Game Theory
Terms: Win
| Units: 3
MS&E 232H:
Introduction to Game Theory (Accelerated)
Terms: Win
| Units: 3
MS&E 233:
Game Theory, Data Science and AI
Terms: Spr
| Units: 3
MS&E 234:
Data Privacy and Ethics
Last offered: Winter 2022
| Units: 3
MS&E 236:
Machine Learning for Discrete Optimization (CS 225)
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
MS&E 238:
Computational and Algorithmic Aspects of Fairness
| Units: 3
MS&E 239:
Market Design in Action
Last offered: Spring 2022
| Units: 3
MS&E 240:
Accounting for Managers and Entrepreneurs (MS&E 140)
Terms: Spr, Sum
| Units: 3
MS&E 241:
Economic Analysis (MS&E 141)
Terms: Win
| Units: 3-4
MS&E 243:
Energy and Environmental Policy Analysis
Terms: Spr
| Units: 3
MS&E 244:
Statistical Arbitrage
Terms: Spr
| Units: 3
MS&E 245A:
Investment Science
Terms: Aut
| Units: 3-4
MS&E 245B:
Advanced Investment Science
Terms: Spr
| Units: 3
MS&E 246:
Financial Risk Analytics
Terms: Win
| Units: 3
MS&E 248:
Blockchain and Crypto Currencies
Terms: Spr
| Units: 3
MS&E 249:
Corporate Financial Management (MS&E 146)
Terms: Win
| Units: 3-4
MS&E 250A:
Engineering Risk Analysis
Terms: Win
| Units: 3
MS&E 250B:
Project Course in Engineering Risk Analysis
Terms: Spr
| Units: 3
| Repeatable
4 times
(up to 12 units total)
MS&E 252:
Foundations of Decision Analysis
Terms: Win
| Units: 3-4
MS&E 254:
The Ethical Analyst
Terms: Spr, Sum
| Units: 3
MS&E 254A:
The Ethical Analyst
Terms: Spr
| Units: 1
MS&E 256:
Technology Assessment and Regulation of Medical Devices (BIOE 256)
Terms: Spr
| Units: 3
MS&E 256A:
Technology Assessment and Regulation of Medical Devices
Terms: Spr
| Units: 1
MS&E 260:
Introduction to Operations Management
Terms: Win
| Units: 3
MS&E 262:
Topics in Service and Supply Chain Management
Terms: Spr
| Units: 3
MS&E 263:
Healthcare Operations Management
Terms: Win
| Units: 3
MS&E 264:
Healthcare Engineering
Terms: Spr
| Units: 3
MS&E 265:
Introduction to Product Management
Terms: Win
| Units: 3
MS&E 267:
Service Operations and the Design of Marketplaces
Last offered: Winter 2021
| Units: 3
MS&E 270:
Strategy in Technology-Based Companies
Last offered: Autumn 2022
| Units: 3-4
MS&E 271:
Global Entrepreneurial Marketing
Terms: Aut
| Units: 3-4
MS&E 272:
Entrepreneurship without Borders
Terms: Spr
| Units: 3-4
MS&E 273:
Venture Creation for the Real Economy (CEE 246)
Terms: Win
| Units: 3-4
MS&E 274:
Dynamic Entrepreneurial Strategy
Terms: Spr
| Units: 3
MS&E 275:
Secret Foundations of Scalable Startups
Terms: Win
| Units: 3
MS&E 276:
Entrepreneurial Management and Finance
Terms: Spr
| Units: 3
MS&E 277A:
Entrepreneurial Leadership
Terms: Win
| Units: 2-3
MS&E 277B:
Entrepreneurial Leadership
Terms: Spr
| Units: 2-3
MS&E 278:
Patent Law and Strategy for Innovators and Entrepreneurs (ENGR 208)
Terms: Aut
| Units: 2-3
MS&E 279:
Disruptive Innovations in New Globalization Era
Terms: Spr
| Units: 3
MS&E 280:
Organizational Behavior: Evidence in Action
Terms: Aut
| Units: 3-4
MS&E 284:
Managing Data Science Organizations for Innovation and Impact
Terms: Win
| Units: 3
MS&E 292:
Health Policy Modeling (HRP 293)
Terms: Win
| Units: 3
MS&E 296:
Technology, Innovation and Great Power Competition (INTLPOL 340)
Terms: Aut
| Units: 4
MS&E 297:
"Hacking for Defense": Solving National Security issues with the Lean Launchpad
Terms: Spr
| Units: 3-5
MS&E 298:
Detecting Discrimination with Data (CSRE 298)
Terms: Aut
| Units: 1-2
MS&E 301:
Dissertation Research
Terms: Aut, Win, Spr, Sum
| Units: 1-10
| Repeatable
for credit
Instructors: ;
Ashlagi, I. (PI);
Bambos, N. (PI);
Blanchet, J. (PI);
Brandeau, M. (PI);
Eesley, C. (PI);
Eisenhardt, K. (PI);
Giesecke, K. (PI);
Glynn, P. (PI);
Goel, A. (PI);
Hinds, P. (PI);
Johari, R. (PI);
Karunakaran, A. (PI);
Katila, R. (PI);
Lo, I. (PI);
Pate-Cornell, E. (PI);
Pelger, M. (PI);
Saberi, A. (PI);
Shachter, R. (PI);
Sheares, A. (PI);
Sidford, A. (PI);
Sutton, R. (PI);
Sweeney, J. (PI);
Syrgkanis, V. (PI);
Tse, E. (PI);
Udell, M. (PI);
Ugander, J. (PI);
Valentine, M. (PI);
Van Roy, B. (PI);
Vitercik, E. (PI);
Weyant, J. (PI);
Ye, Y. (PI)
MS&E 302:
Fundamental Concepts in Management Science and Engineering
Terms: Aut
| Units: 1
MS&E 310:
Linear Programming
Terms: Aut
| Units: 3
MS&E 311:
Optimization (CME 307)
Terms: Win
| Units: 3
MS&E 312:
Optimization Algorithms (CME 334, CS 369O)
Terms: Win
| Units: 3
MS&E 313:
Almost Linear Time Graph Algorithms (CS 269G)
Last offered: Autumn 2018
| Units: 3
MS&E 314:
Optimization in Data Science and Machine Learning
Terms: Win
| Units: 3
MS&E 316:
Discrete Mathematics and Algorithms (CME 305)
Last offered: Winter 2022
| Units: 3
MS&E 319:
Matching Theory
Last offered: Spring 2022
| Units: 3
| Repeatable
for credit
MS&E 321:
Stochastic Systems
Terms: Spr
| Units: 3
MS&E 322:
Stochastic Calculus and Control
Last offered: Winter 2023
| Units: 3
MS&E 323:
Stochastic Simulation
Terms: Win
| Units: 3
MS&E 324:
Stochastic Methods in Engineering (CME 308, MATH 228)
Terms: Spr
| Units: 3
MS&E 325:
Optimal Transport in Operations Research, Statistics, and Economics
Last offered: Winter 2020
| Units: 3
MS&E 326:
Advanced Topics in Applied Data Science
| Units: 3
| Repeatable
for credit
(up to 99 units total)
MS&E 328:
Foundations of Causal Machine Learning
Terms: Aut
| Units: 3
MS&E 332:
Security and Risk in Computer Networks
Last offered: Winter 2021
| Units: 3
MS&E 334:
Topics in Social Data
Terms: Spr
| Units: 3
MS&E 335:
Queueing and Scheduling in Processing Networks
Terms: Aut
| Units: 3
MS&E 336:
Computational Social Choice (CS 366)
Terms: Win
| Units: 3
MS&E 337:
Large Networks and Graph Limits
Terms: Aut
| Units: 3
MS&E 338:
Aligning Superintelligence
Terms: Spr
| Units: 3
| Repeatable
4 times
(up to 12 units total)
MS&E 339:
Algorithms for Decentralized Finance
Last offered: Autumn 2022
| Units: 3
MS&E 346:
Foundations of Reinforcement Learning with Applications in Finance (CME 241)
Terms: Win
| Units: 3
MS&E 347:
Credit Risk: Modeling and Management
Last offered: Winter 2019
| Units: 3
MS&E 348:
Optimization of Uncertainty and Applications in Finance
Last offered: Winter 2023
| Units: 3
MS&E 349:
Financial Statistics
Terms: Spr
| Units: 3
MS&E 350:
Fundamental and Current Topics in Engineering Risk Analysis
Last offered: Spring 2020
| Units: 3
| Repeatable
for credit
MS&E 351:
Dynamic Programming and Stochastic Control
Last offered: Winter 2019
| Units: 3
MS&E 352:
Decision Analysis II: Professional Decision Analysis
Last offered: Winter 2018
| Units: 3-4
MS&E 353:
Decision Analysis III: Frontiers of Decision Analysis
Last offered: Spring 2018
| Units: 3
MS&E 355:
Influence Diagrams and Probabilistics Networks
Last offered: Spring 2023
| Units: 3
MS&E 365:
Topics in Market Design (ECON 287)
Terms: Win
| Units: 3
| Repeatable
for credit
MS&E 366:
Market Design and Resource Allocation in Non-Profit Settings
Last offered: Autumn 2021
| Units: 3
| Repeatable
7 times
(up to 21 units total)
MS&E 370:
Current Topics in Strategy, Innovation and Entrepreneurship
Last offered: Autumn 2022
| Units: 1-3
| Repeatable
21 times
(up to 21 units total)
MS&E 371:
Innovation and Strategic Change
Terms: Win
| Units: 1-3
| Repeatable
for credit
MS&E 372:
Entrepreneurship Doctoral Research Seminar
Last offered: Spring 2023
| Units: 1-3
MS&E 376:
Strategy Doctoral Research Seminar
Last offered: Winter 2023
| Units: 1-3
| Repeatable
for credit
MS&E 379:
Social Data Analysis
Last offered: Spring 2022
| Units: 3
MS&E 382:
Meso-Organizational Theory (SOC 386)
Last offered: Spring 2023
| Units: 3
MS&E 384:
Groups and Teams
Last offered: Autumn 2022
| Units: 3
MS&E 385:
Doctoral Seminar in Race and Ethnicity
Terms: Win
| Units: 1-3
MS&E 386:
Doctoral Research Seminar on Technology & Organizations (SOC 360)
Terms: Spr
| Units: 1-3
MS&E 387:
Design of Field Research Methods
Last offered: Autumn 2018
| Units: 3
MS&E 388:
Contemporary Themes in Work and Organization Studies
Terms: Aut
| Units: 1-3
MS&E 390:
Doctoral Research Seminar in Health Systems Modeling (HRP 390)
Terms: Aut, Win, Spr
| Units: 1-3
| Repeatable
for credit
MS&E 391:
Doctoral Research Seminar in Energy-Environmental Systems Modeling and Analysis
Last offered: Autumn 2021
| Units: 1-3
| Repeatable
for credit
MS&E 394:
Advanced Methods in Modeling for Climate and Energy Policy
Terms: Spr
| Units: 3
MS&E 408:
Directed Reading and Research
Terms: Aut, Win, Spr, Sum
| Units: 1-10
| Repeatable
for credit
Instructors: ;
Ashlagi, I. (PI);
Bambos, N. (PI);
Blanchet, J. (PI);
Brandeau, M. (PI);
Byers, T. (PI);
Eesley, C. (PI);
Eisenhardt, K. (PI);
Giesecke, K. (PI);
Glynn, P. (PI);
Goel, A. (PI);
Hinds, P. (PI);
Johari, R. (PI);
Karunakaran, A. (PI);
Katila, R. (PI);
Lo, I. (PI);
Pate-Cornell, E. (PI);
Pelger, M. (PI);
Saberi, A. (PI);
Shachter, R. (PI);
Sheares, A. (PI);
Sidford, A. (PI);
Sutton, R. (PI);
Sweeney, J. (PI);
Syrgkanis, V. (PI);
Tse, E. (PI);
Udell, M. (PI);
Ugander, J. (PI);
Valentine, M. (PI);
Van Roy, B. (PI);
Vitercik, E. (PI);
Weyant, J. (PI);
Ye, Y. (PI)
MS&E 447:
Blockchain Technologies & Entrepreneurship
Terms: Spr
| Units: 1
| Repeatable
12 times
(up to 12 units total)
MS&E 449:
Buy-Side Investing
Terms: Win
| Units: 1
MS&E 454:
Decision Analysis Seminar
Terms: Aut, Win, Spr
| Units: 1
| Repeatable
for credit
MS&E 463:
Healthcare Systems Design (PEDS 463)
Terms: Spr
| Units: 3-4
MS&E 472:
Entrepreneurial Thought Leaders' Seminar
Terms: Aut, Win, Spr
| Units: 1
| Repeatable
for credit
MS&E 478:
Ases Breakthrough
Terms: Spr
| Units: 1
| Repeatable
5 times
(up to 5 units total)
MS&E 489:
Leadership Lab (DESIGN 368, ME 368)
Terms: Spr
| Units: 3-4
MS&E 494:
The Stanford Energy Seminar (CEE 301, ENERGY 301)
Terms: Aut, Win, Spr
| Units: 1
| Repeatable
for credit
MS&E 495:
Sustainable Energy Interdisciplinary Graduate Seminar (CEE 372, ENERGY 309)
Last offered: Winter 2023
| Units: 1
| Repeatable
6 times
(up to 6 units total)
MS&E 802:
TGR Dissertation
Terms: Aut, Win, Spr, Sum
| Units: 0
| Repeatable
for credit
Instructors: ;
Ashlagi, I. (PI);
Bambos, N. (PI);
Blanchet, J. (PI);
Brandeau, M. (PI);
Eesley, C. (PI);
Eisenhardt, K. (PI);
Giesecke, K. (PI);
Glynn, P. (PI);
Goel, A. (PI);
Hinds, P. (PI);
Johari, R. (PI);
Karunakaran, A. (PI);
Katila, R. (PI);
Lo, I. (PI);
Pate-Cornell, E. (PI);
Pelger, M. (PI);
Saberi, A. (PI);
Shachter, R. (PI);
Sheares, A. (PI);
Sidford, A. (PI);
Sutton, R. (PI);
Sweeney, J. (PI);
Syrgkanis, V. (PI);
Tse, E. (PI);
Udell, M. (PI);
Ugander, J. (PI);
Valentine, M. (PI);
Van Roy, B. (PI);
Vitercik, E. (PI);
Weyant, J. (PI);
Ye, Y. (PI)
NENS 250S:
Windows Into the Brain: Unlocking Mysteries through Neurologic Disease
| Units: 0
OIT 611:
The Drift Method: from Stochastic Networks to Machine Learning
Last offered: Winter 2022
| Units: 3
PSYC 326A:
Child Psychiatry Clerkship
Terms: Aut, Win, Spr, Sum
| Units: 6
PSYC 328B:
Addiction Treatment Services
Terms: Aut, Win, Spr, Sum
| Units: 6
PSYC 353A:
Psychosomatic Medicine (Psychiatry Consultation Service) Clerkship
Terms: Aut, Win, Spr, Sum
| Units: 6
PSYC 355A:
Geriatric Psychiatry
Terms: Aut, Win, Spr, Sum
| Units: 6
PSYC 358A:
Subinternship in Inpatient Psychiatry
Terms: Aut, Win, Spr, Sum
| Units: 6
STATS 117:
Theory of Probability I
Terms: Spr, Sum
| Units: 3
STATS 118:
Theory of Probability II
Terms: Sum
| Units: 4
STRAMGT 532:
Intellectual Property: Financial and Strategic Management
Last offered: Winter 2023
| Units: 2
