P: STAT S640, or two statistics courses at the graduate level, or
consent of instructor. Dataanalytic methods for exploring the
structure of high-dimensional data. Graphical methods, linear and
nonlinear dimension reduction techniques, manifold learning.
Supervised, semisupervised, and unsupervised learning.