Linear Algebra with Data Applications. 3 credits

Catalog description

Structure of linear spaces and the operator algebra, duality, invariants, Jordan and singular value decompositions, spectral theorem. Rigorous derivation of foundational data science/artificial intelligence (AI) methods such as PCA, MDS, and SVM. Computational and analytic assignments are given. Offered by Mathematics . Limited to three attempts.