2021-2022 Academic Catalog 
    
    Apr 19, 2024  
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2021-2022 Academic Catalog [Archived Catalog]

DSCI 412 - Predictive Modeling

Credits: 3
This course introduces students to fundamental statistical learning techniques that can be applied to real-world business problems. Topics include generalized linear models, tree-based models, clustering methods, and principal components analysis. It trains students to understand key steps and considerations in building predictive models, 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.
Related Courses: DSCI-512
Prerequisite: DSCI-302 or DSCI-303
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