Prerequisite: 62.206, 62.182, 62.261.

Decision trees, classification rules, association rules, nonlinear models, instance-based learning, clustering, Bayesian networks, semi-supervised learning, data transformations.

3 lecture hours per week, 0 laboratory hour per week, one term.