CS 613 - Machine Learning

Prerequisite, CS 530. An introduction to the core algorithms and techniques of machine learning and data mining with emphasis on contemporary big data challenges, with an emphasis on reproducing kernel Hilbert space methods. Specific topics include information retrieval for data mining, multimedia data mining, data visualization, classification, clustering, and data cleansing. Letter grade. (Offered as needed.) 3 credits