STAT 51800 - Introduction To Statistical Learning

Credit Hours: 3.00. This course provides an introduction to supervised learning with focus on regression and classification methods. Both theory and application of learning methods are emphasized. Some unsupervised learning methods are also discussed, such as principal component analysis and clustering methods. Permission of department required.

Preparation for Course
STAT 51600, STAT 51200, and Programming using R is expected. (Students should have plenty of experience of R programming in STAT 51200)

Cr. 3