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 |
---|---|---|---|---|---|---|---|---|---|
31529D | 902 | Lecture | 4:00-6:50pm | Mon, Thu | 34 of 50 | Bruce Wilcox | GFS101 | PDF (348854 KB) |