code CS725
credit_hours 3
title Data Mining Algorithms
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prequisites none
credit hours 3
Description/Outcomes This course approaches data mining topics from an Artificial Intelligence/Machine Learning perspective. An introduction to knowledge discovery and data mining will be given. After that data mining tasks such classification, clustering, and association analysis will be discussed in detail. Moreover, techniques how to preprocess a data for a data mining task will be covered. Also basic visualization techniques and statistical methods will be introduced. Finally, more advanced topics such as spatial data mining, advanced clustering and classification techniques, and mining sequence and streaming data will be discussed.
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