Description

Lecture, four hours; discussion, two hours; outside study, six hours. Introduction to computational models of probability and statistical models of relational data. Study of relational representations such as probabilistic databases, relational graphical models, and Markov logic networks, as well as various probabilistic programming languages. Covers their syntax and semantics, probabilistic … For more content click the Read More button below.

Instructional Format

Primary Format

Lecture

Secondary Format

Discussion

Additional Format

Outside study