Dec 05, 2021  
Undergraduate Catalog 2021-2022 
    
Undergraduate Catalog 2021-2022

DS 362 - Data-Driven Knowledge Discovery

3 cr.


(Prerequisites: CMPS 240  and DS 201  and DS 210)

This course covers the process of knowledge discovery including data selection, pre-processing, transformation, data mining, evaluation, and validation, with an emphasis on data mining concepts, algorithms, and techniques for common tasks such as association rule learning, classification, regression, clustering, and outlier detection.