Industrial and Systems Engineering 529:
Predictive Analytics (3.0 units)
Analytics for supervised and unsupervised statistical learning. Generalized linear models, discriminant analysis, support vector machines. Nonparametric classification, trees, ensemble methods, k-nearest neighbors. Principal components, clustering.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31726D | 048 | Lecture | 5:00-7:50pm | Tuesday | 17 of 19 | Cesar Acosta-Mejia | SOSB2 | PDF (312836 KB) | |
31729D | 073 | Lecture | 5:00-7:50pm | Tuesday | 30 of 30 | Cesar Acosta-Mejia | ONLINE | PDF (311840 KB) | |
31772D | 073 | Lecture | 11:00-2:00pm | Friday | 51 of 54 | Cesar Acosta-Mejia | ONLINE | PDF (311088 KB) |