Feb 22, 2024  
Undergraduate Catalog 2021-2022 
Undergraduate Catalog 2021-2022 [ARCHIVED CATALOG]

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.