DSCI_V 563 - L03

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.

Section
DSCI_V 563 -L03
Campus
Vancouver
Delivery Mode
In person
Term
2025-26 Winter Term 2 (UBC-V)
Instructional Format
Laboratory
Credits
1.00
Start Date
End Date
Days
Tuesday
Start Time
02:00 pm
End Time
04:00 pm
Instructor(s)
  • Hedayat Zarkoob

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.

Vancouver Campus
6200 University Blvd
Vancouver, BC Canada V6T 1Z4

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

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