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 |
---|---|---|---|---|---|---|---|---|---|
31546D | 048 | Lecture | 3:30-4:50pm | Mon, Wed | 54 of 58 | Victoria Stodden | CPA100 |