CS-410 Advanced Database Systems
This is an advanced database course. It covers data warehousing and data mining in detail. Topics of data warehousing include Data Model for Data Warehouses, and Implementing Data Warehouses: data extraction, cleansing, transformation and loading, data cube computation, materialized view selection, OLAP query processing. Topics of data mining include Fundamentals of the data mining process and system architecture, relationship with data warehouse and OLAP systems, data pre-processing, as well as Mining Techniques and Application: association rules, mining spatial databases, mining multimedia databases, web mining, mining sequence and time-series data, text mining, etc. The lecture materials will be complemented by projects and applications to solve real world problems.
Prerequisite
Take CS-360;