"CSC 370B Data Mining Bible Fall 2024" by Paul W. Bible
 

Document Type

Syllabus

Publication Date

Fall 9-1-2024

Course Description

Data mining is the effort to reach useful conclusions from data by building interpretive and predictive computational models. This course prepares students to do this through hands-on exploration of data preparation, and model development, tuning, and validation. This is done in the context of various algorithms such as gradient-descent, ensemble methods, and linear regression. Coursework includes multiple significant programming projects and a large final project.

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