MATH 308 Fundamentals of Statistical Learning

3 credits · Mathematics and Statistics · Faculty of Science · Offered: Winter

Theory and application of various techniques for the exploration and analysis of multivariate data: principal component analysis, correspondence analysis, and other visualization and dimensionality reduction techniques; supervised and unsupervised learning; linear discriminant analysis, and clusteri…

Prerequisite courses: MATH 208, MATH 223, MATH 236, MATH 247, MATH 251, MATH 323, MATH 356

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