2020-21 University Catalog 
    
    Mar 28, 2024  
2020-21 University Catalog [ARCHIVED CATALOG]

STAT 441 - Statistical Machine Learning I


Lecture Hours: 4
Lab Hours: 0
Credit Hours: 4

An introduction to machine learning with an emphasis on statistical theory. Supervised (discriminative and generative models) and unsupervised learning for categorical and numerical outcomes. Model selection and assessment.
 

Prerequisites: (MATH 361  or MATH 465 ) and (MATH 254  or MATH 261  or MATH 341 )