Clustering & Mixture Models – Practice Quiz

Develop practical judgment about k-means, hierarchical clustering and Gaussian mixture models. Use customer, environmental and instrument examples to calculate assignments, linkages and responsibilities, then examine scaling, local optima, label switching, cluster stability and overinterpretation. Prerequisites: Euclidean distance, covariance, probability and likelihood. Includes single-select and multiselect questions with detailed worked reasoning.

Reading: Statistical reference 1; Statistical reference 2.