Jul 21, 2024  
University Catalog 2023-2024 
    
University Catalog 2023-2024
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HINF 5250 - Advanced Topics in Data Warehousing

This course examines the issues related to data selection, data preprocessing, data transformation, data mining, and data evaluation under the umbrella of the knowledge discovery in databases (KDD) process. Topics include use of data in the discovery of knowledge and decision making; the limitations of relational databases and SQL queries; the warehouse data models: multidimensional, star, snowflake; architecture of a data warehouse and the process of warehouse construction; data consolidation from various sources; optimization; techniques for data transformation and knowledge extraction; relations with enterprise modeling. Prerequisite(s):  HINF 5220   (3)



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