Introduction to Data Mining

3 units · Graduate

Knowledge discovery, data mining, data preprocessing, data transformations; clustering, classification, frequent pattern mining, anomaly detection, graph and network analysis; applications. It is assumed that students either have basic Python skills or possess general programming experience and can acquire Python competency through independent study. Prereq: 3241 or 5241; and 2331, 5331, Stat 3301, or ISE 3200; and enrollment in CSE, CIS, ECE, Data Analytics, or ISE major.