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CS5483 - Data Warehousing and Data Mining

Offering Academic Unit
Department of Computer Science
Credit Units
3
Course Duration
One semester
Pre-requisite(s)
CS3402 or equivalent
Course Offering Term*:
Semester B 2015/16

* The offering term is subject to change without prior notice
 
Course Aims

This course aims to introduce students to a new frontier in database technology, "data warehousing and data mining", by studying their principles, algorithms, implementation methodology, and applications.  It will analyze the components of a data warehouse, including data source and transformation tools, metadata management, query reporting and OLAP; provide a comprehensive introduction to data mining, including data selection, cleaning, coding, using different pattern recognition techniques, and reporting; and introduce students to the applications of data warehousing and data mining by using commercial tools for creating business applications.

Assessment (Indicative only, please check the detailed course information)

Continuous Assessment: 50%
Examination: 50%
Examination Duration: 2 hours
 
Detailed Course Information

CS5483.pdf

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Department of Computer Science