2018-2019 Academic Catalog 
    Jun 02, 2023  
2018-2019 Academic Catalog [Archived Catalog]

DSCI 412 - Predictive Modeling

Credits: Three (3)
Prerequisite: DSCI-302 or DSCI-303
This course prepares students with the fundamental statistical learning and real world business problems. Topics include generalized linear model, tree based models, clustering methods and principal components analysis. It provides students key steps and considerations in building predictive model, selecting a best model and effectively communicating the model results. Project based learning is used to help students develop effective problem solving skills and effective collaboration skills.