CPSC_V 340 - T2B

Models of algorithms for dimensionality reduction, nonlinear regression, classification, clustering and unsupervised learning; applications to computer graphics, computer games, bio-informatics, information retrieval, e-commerce, databases, computer vision and artificial intelligence. [3-0-1] Prerequisite: All of (a) one of CPSC_V 221, DSCI_V 221 (b) one of MATH_V 152, MATH_V 221, MATH_V 223 (c) one of MATH_V 200, MATH_V 217, MATH_V 226, MATH_V 253, MATH_V 254 (d) one of STAT_V 241, STAT_V 251, ECON_V 325, ECON_V 327, MATH_V 302, STAT_V 302, MATH_V 318.