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.
Recommended Citation
Bible, Paul W., "CSC 370B Data Mining Bible Fall 2024" (2024). All Course Syllabi. 721, Scholarly and Creative Work from DePauw University.
https://scholarship.depauw.edu/records_syllabi/721