CSC617 Fundamentals of Data Science

[3–0, 3 cr.]

This course covers essential topics in data science including data collection and preprocessing, exploratory data analysis and data visualization. The course also covers supervised and unsupervised machine learning techniques including regression, classification, clustering and dimensionality reduction, as well as model selection and assessment, and resampling techniques.