| Call Number | 16882 |
|---|---|
| Day, Time & Location | View Class Schedule & Location in Vergil |
| Points | 3 |
| Grading Mode | Standard |
| Approvals Required | None |
| Instructor | Daniel Bienstock |
| Type | LECTURE |
| Method of Instruction | In-Person |
| Course Description | MS IEOR students only. Introduction to machine learning, practical use of ML algorithms and applications to financial engineering and operations. Supervised learning: regression, classification, resampling methods, regularization, support vector machines (SVMs), and deep learning. Unsupervised learning: dimensionality reduction, matrix decomposition, and clustering algorithms. |
| Department | Industrial Engineering and Operations Research |
| Enrollment | 0 students (40 max) as of 9:05PM Thursday, July 2, 2026 |
| Subject | Industrial Engineering and Operations Research |
| Number | E4525 |
| Section | 002 |
| Division | School of Engineering and Applied Science: Graduate |
| Open To | Engineering:Undergraduate |
| Note | MSAI Only |
| Section key | 20263IEOR4525E002 |