Mar 28, 2024  
2022-2023 Graduate Catalog 
    
2022-2023 Graduate Catalog [NOTE!!!! THIS IS AN ARCHIVED CATALOG. FOR THE CURRENT CATALOG, GO TO CATALOG.NIU.EDU]

STAT 617 - Statistical Learning


Supervised learning algorithms such as classification, regression, splines, lasso and other shrinkage methods, bootstrap, boosting, tree based methods and support vector machines, and unsupervised learning algorithms such as clustering and principal components analysis.

Prerequisites & Notes
PRQ: STAT 410 and STAT 415; or STAT 510; or STAT 610 and STAT 515; or consent of department.

Credits: 3