Industrial Engineering (MS)
Graduate studies in Industrial Engineering enable students with industrial engineering bachelor’s degrees to enhance their undergraduate training with studies in special fields such as production planning, inventory control, scheduling, and industrial economics. However, the department also offers a broader master’s program for engineers whose undergraduate training is not in industrial engineering. Students may complete the studies on a full-time (12 points per term) or part-time basis.
Industrial Engineers are required to satisfy a core program of graduate courses in production management, probability theory, statistics, simulation, and operations research. Students with B.S. degrees in industrial engineering will usually have satisfied this core in their undergraduate programs. All students must take at least 18 points of graduate work in industrial engineering and at least 30 points of graduate studies at Columbia. Industrial Engineering may include concentrations in:
- Healthcare Management;
- Regulated Industries; and
- Systems Engineering.
Additional details regarding these concentrations and electives are available in the Departmental office and on the IEOR website at ieor.columbia.edu.
Approved IEOR Elective List
Code | Title | Points |
---|---|---|
CSOR W4231 | ANALYSIS OF ALGORITHMS I | |
CSOR W4246 | ALGORITHMS FOR DATA SCIENCE | |
IEME E4200 | HUMAN-CENTERED DESIGN AND INNOVATION | |
IEOR E4008 | COMPUTATION DISCRETE OPT | |
IEOR E4207 | HUMAN FACTORS: PERFORMANCE | |
IEOR E4402 | Corporate Finance, Accounting & Investment Banking | |
or IEOR E4403 | QUANTITATIVE CORPORATE FINANCE | |
IEOR E4404 | SIMULATION | |
IEOR E4405 | PRODUCTION SCHEDULING | |
IEOR E4407 | GAME THEOR MODELS OF OPERATION | |
IEOR E4418 | TRANSPORTATION ANALYTICS & LOGISTICS | |
IEOR E4500 | APPLICATIONS PROGRAMMNG FOR FE | |
IEOR E4501 | TOOLS FOR ANALYTICS | |
IEOR E4505 | OPERATION RES IN PUBLIC POLICY | |
IEOR E4506 | DESIGN DIGITAL OPERATING MODELS | |
IEOR E4507 | HEALTHCARE OPERATIONS MGT | |
IEOR E4510 | PROJECT MANAGEMENT | |
IEOR E4520 | APPLIED SYSTEMS ENGINEERING | |
IEOR E4521 | SYSTEM ENGI TOOLS/METHODS | |
IEOR E4523 | DATA ANALYTICS | |
IEOR E4525 | MACHINE LEARNING FE & OPR | |
IEOR E4526 | ANALYTICS ON THE CLOUD | |
IEOR E4530 | TOPICS IN OPERATIONS RESEARCH | |
IEOR E4532 | Visualization and Storytelling with Data | |
IEOR E4533 | Performance, Objectives, & Results Using Data Analytics | |
IEOR E4534 | Applied Analytics: from Data to Decisions | |
IEOR E4540 | DATA MINING | |
IEOR E4544 | Statistical Methods for Analytics | |
IEOR E4570 | TOPICS IN OPERATIONS RESEARCH | |
IEOR E4571 | TOPICS IN OPERATIONS RESEARCH | |
IEOR E4572 | TOPICS IN OPERATIONS RESEARCH | |
IEOR E4573 | TOPICS IN OR | |
IEOR E4574 | TOPICS IN OR | |
IEOR E4575 | TOPICS IN OPERATIONS RESEARCH | |
IEOR E4576 | TOPICS IN OPERATIONS RESEARCH | |
IEOR E4577 | TOPICS IN OPERATIONS RESEARCH | |
IEOR E4578 | TOPICS IN OPERATION RESEARCH | |
IEOR E4579 | TOPICS IN OR | |
IEOR E4731 | CREDIT RISK/CREDIT DERIVATIVES | |
IEOR E4573 | TOPICS IN OR | |
IEOR E4733 | ALGORITHMIC TRADING | |
IEOR E4734 | FOR EXCH/RELATD DERIVATVS INST | |
IEOR E4735 | Structured and Hybrid Products | |
IEOR E4737 | AI Applications in Finance | |
IEOR E4741 | Programming for Financial Engineering | |
IEOR E4742 | Deep Learning for OR and FE | |
IEOR E4745 | Applied Financial Risk Management | |
IEOR E4900 | MASTERS RESEARCH OR PROJECT | |
IEOR E4998 | MANAG TECH INNOV & ENTREPRENEURSHIP | |
IEOR E4999 | FIELDWORK | |
ORCS E4529 | Reinforcement Learning |