ITEC 542 - Data Warehousing, Mining, and Reporting
Instructional Method: Lecture and Discussion
Prerequisites: ITEC 340, admission into the Data and Information Management program, or permission of instructor.
Advanced examination of the principles of database systems covering techniques for modeling, managing, and analyzing large data sets. The course covers the architectural components to support enterprise level business intelligence with in-depth coverage of the dimensional model, data integration, reporting, data visualization, performance dashboards, machine learning algorithms, and application of common data mining techniques. Students will design and develop an end-to-end business intelligence application including a data warehouse, an extract, transform, and load (ETL) process, a dashboard, reports, and a data mining application.
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