DATA-51000 Introduction to Data Mining and Analytics

Overview of the field of data mining and analytics; includes large-scale file systems and Map-Reduce, measures of similarity, link analysis, frequent item sets, clustering, e-advertising as an application, recommendation systems.

Credits

3

Prerequisite

CPSC 50200 or DATA 50000, and CPSC 50100, DATA 51100, or prior programming experience, or an undergraduate degree in Computer Science