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STAT-S 675: STATISTICAL LEARNING: HIGH-DIMENSIONAL DATA ANALYSIS (3 credits)

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Data analytic methods for exploring the structure of high-dimensional data. Graphical methods, linear and nonlinear dimension reduction techniques, manifold learning. Supervised, semi-supervised, and unsupervised learning.

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