Introduction To Data Mining

Catalog description

P: CS 36400 or IST 27000, and STAT 51100 or STAT 30100, and junior or senior class standing; or consent of instructor. Data mining refers to the process of automatic discovery of patterns and knowledge from large data sets. As an introductory course on data mining, this course presents the knowledge discovery process, and introduces data preprocessing and exploration, major data mining tasks, the relevant methodologies and techniques, and data mining applications from different disciplines.