2014-2015 University Catalog 
  
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2014-2015 University Catalog

CS 504 - Principles of Data Management and Mining

Credits: 3 (NR)
Techniques to store, manage, and use data including databases, relational model, schemas, queries and transactions. On Line Transaction Processing, Data Warehousing, star schema, On Line Analytical Processing. MOLAP, HOLAP, and hybrid systems. Overview of Data Mining principles, models, supervised and unsupervised learning, pattern finding. Massively parallel architectures and Hadoop.

Prerequisite(s): Graduate Standing.

Notes: This course cannot be taken for credit by students of the MS CS, MS ISA, MS SWE, MS IS, CS PhD or IT PhD programs.

Hours of Lecture or Seminar per week: 3
Hours of Lab or Studio per week: 0