COSI 126A — Introduction to Data Mining
[ sn ]Prerequisites: COSI 12b and COSI 21a, MATH 15a or MATH 22a.
Introduces the basic concepts, principles, methods, and implement techniques of data mining for large-scale and big data analysis, with three data mining tasks: clustering, classification and association mining. Some basic concepts, tasks, relationships with statistics and machine learning are provided including unsupervised, supervised and semi-serviced learning. Usually offered every second year.
Hongfu Liu