Principles of Data Mining

Catalog description

CSCI 4823. Principles of Data Mining. Methodologies, technologies, mathematics, and algorithms of data mining; nontrivial extraction of implicit, previously unknown, and potentially useful information from data; analysis of algorithms which merge knowledge from statistics, machine learning database, and computer science; and application to real data sets. Prerequisites: CSCI 2003 or CSCI 2493 , and Statistical software knowledge. Three lecture hours a week. Credit: Three hours.