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ISQA 8700  DATA MINING: THEORY AND PRACTICE (3 credits)

This course provides students theoretical issues as well as practical methods for conducting data mining process, including the implementation of a warehouse. After covering the essential concepts, issues, techniques to build an effective data warehouse, this course emphasizes the various techniques of data mining, such as association, classification, clustering and prediction for on-line analyses within the framework of data warehouse architectures. This course also promotes students to conduct a real-life data analyzing project in Big Data Era.

Prerequisite(s)/Corequisite(s): ISQA 8050 and ISQA 8310 and ISQA 8040, not open to non-degree graduate students.