Data Mining and Machine Learning Methods

Catalog description

Approaches to estimating unspecified relationships and findings unexpected patterns in high dimensional data. Computationally intensive methods including splines, classifications, tree-based and bagging methods, support vector machines. Credit Hour s : 3 Prerequisites: STAT 4110 or STAT 7110 , STAT 4760 or STAT 7760 and STAT 8320 or instructor's consent