Mathematics of Data Science. 3 credits

Catalog description

Covers mathematical aspects of data science/artificial intelligence (AI) including theory of linear and nonlinear dimension reduction, elements of spectral graph theory, function spaces and regularity in regression, and data-driven dynamics identification and discovery. Computational and analytic assignments are given. Offered by Mathematics . Limited to three attempts.