STA4362
Download as PDF
Statistical Machine Learning
Subject code
STA
Catalog Number
4362
Course Title
Stat Machine Learning
Career
Undergraduate
Course Description
Linear/Logistic/Penalized Regression, Linear Discriminant Analysis, k-Nearest Neighbors, Splines, Decision Trees, Bagging/Boosting, Support Vector Machines, PCA, Cluster Analysis, Deep Learning. Prerequisite: STA4322 Intro Math Stat ll, STA4234 Intro Regression Analysis, MAP 4202 Optimization + Lab, COP 3337 Computer Programming II. Corequisite: Statistical Machine Learning STA 4362L
Minimum Credits
3
Maximum Credits
3
Repeat for Credit
No