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MS&E 10SC: Artificial Intelligence and Deliberative Democracy

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

MS&E 20: Discrete Probability Concepts And Models

Terms: Sum | Units: 4 | UG Reqs: WAY-FR
Instructors: ; Shachter, R. (PI)

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

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

MS&E 79SI: Values and Principles in the Workplace: PEAK Fellows

Terms: Aut | Units: 1
Instructors: ; Byers, T. (PI)

MS&E 92Q: International Environmental Policy

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

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
Instructors: ; Ahmed, R. (PI)

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)
Instructors: ; Borland, L. (PI)

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
Instructors: ; Rubinstein, A. (PI)

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
Instructors: ; Barrera Martinez, J. (PI)

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
Instructors: ; Lo, I. (PI); Murthy, A. (TA)

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
Instructors: ; LaBlanc, G. (PI)

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)
Instructors: ; Pate-Cornell, E. (PI)

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
Instructors: ; Ashlagi, I. (PI)

MS&E 263: Healthcare Operations Management

Terms: Win | Units: 3

MS&E 264: Healthcare Engineering

Terms: Spr | Units: 3
Instructors: ; Yamin, D. (PI); Ling, Y. (TA)

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
Instructors: ; Byers, T. (PI)

MS&E 277B: Entrepreneurial Leadership

Terms: Spr | Units: 2-3
Instructors: ; Byers, T. (PI)

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
Instructors: ; Tse, E. (PI); Yan, J. (TA)

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
Instructors: ; Grossman, J. (PI)

MS&E 301: Dissertation Research

Terms: Aut, Win, Spr, Sum | Units: 1-10 | Repeatable for credit

MS&E 302: Fundamental Concepts in Management Science and Engineering

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

MS&E 310: Linear Programming

Terms: Aut | Units: 3
Instructors: ; Ye, Y. (PI)

MS&E 311: Optimization (CME 307)

Terms: Win | Units: 3
Instructors: ; Udell, M. (PI)

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
Instructors: ; Ye, Y. (PI)

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
Instructors: ; Blanchet, J. (PI)

MS&E 322: Stochastic Calculus and Control

Last offered: Winter 2023 | Units: 3

MS&E 323: Stochastic Simulation

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

MS&E 324: Stochastic Methods in Engineering (CME 308, MATH 228)

Terms: Spr | Units: 3
Instructors: ; Glynn, P. (PI)

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
Instructors: ; Syrgkanis, V. (PI)

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
Instructors: ; Bambos, N. (PI)

MS&E 336: Computational Social Choice (CS 366)

Terms: Win | Units: 3
Instructors: ; Goel, A. (PI)

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
Instructors: ; Rao, A. (PI); Zanotti, G. (TA)

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
Instructors: ; Pelger, M. (PI); Zou, J. (TA)

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
Instructors: ; Ashlagi, I. (PI)

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
Instructors: ; Katila, R. (PI)

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
Instructors: ; Sheares, A. (PI)

MS&E 386: Doctoral Research Seminar on Technology & Organizations

Terms: Spr | Units: 1-3
Instructors: ; Karunakaran, A. (PI)

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
Instructors: ; Valentine, M. (PI)

MS&E 390: Doctoral Research Seminar in Health Systems Modeling (HRP 390)

Terms: Aut, Win, Spr | Units: 1-3 | Repeatable for credit
Instructors: ; Brandeau, M. (PI)

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
Instructors: ; Weyant, J. (PI)

MS&E 408: Directed Reading and Research

Terms: Aut, Win, Spr, Sum | Units: 1-10 | Repeatable for credit

MS&E 447: Blockchain Technologies & Entrepreneurship

Terms: Spr | Units: 1 | Repeatable 12 times (up to 12 units total)
Instructors: ; Pelger, M. (PI)

MS&E 449: Buy-Side Investing

Terms: Win | Units: 1
Instructors: ; Cahan, B. (PI); Somda, F. (TA)

MS&E 454: Decision Analysis Seminar

Terms: Aut, Win, Spr | Units: 1 | Repeatable for credit
Instructors: ; Shachter, R. (PI)

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)
Instructors: ; Udell, M. (PI)

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
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