Mathematical Data Science

3 credits · Graduate School

Linear methods for regression and classification, bias-variance tradeoff, and basis expansions and regularization. Kernel methods, support vector machines, dimension reduction, and clustering algorithms. No credit for students who completed Math 3890/5890 section 01 offered fall 2017. [3]