Follow the links below to download the material for Bayesian Networks.
Lesson 1 + xml file for AIspace application tool (Duration 40 min) In this lesson learn about Bayesian networks basics, nodes and values and structure. Build the structure of a Bayesian network using software.
Lesson 2 + xml file for AIspace application tool (Duration 70 min) Learn about conditional probabilities, conditional probability tables (CPTs), dependencies and Markov property. Buildi CPTs with software.
Lesson 3(Duration 100 min) Learn about beliefs and evidence, types of reasoning, reasoning in practice, do some reasoning using specialized software.
Lesson 4(Duration 30-60 min) Verbose reasoning using specialized software.