DSCI_V 563 - Unsupervised Learning

Unsupervised learning. K-means/medoids. Model-based clustering. Expectation-maximization algorithm. Hierarchical clustering. Dimension reduction. Matrix decomposition. Heatmaps, contour plots, dendograms. Prerequisite: All of DSCI_V 511, DSCI_V 521.

Credits: 1.00

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We acknowledge that UBC’s two main campuses are situated within the ancestral and unceded territory of the Musqueam people, and in the traditional, ancestral, unceded territory of the Syilx Okanagan Nation and their peoples.

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Okanagan Campus
3333 University Way
Kelowna, BC Canada V1V 1V7

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