This file contains the following topics: Advantages/Disadvantages of the constraint-based approach, the Blicket detector, constraint-based model, constraint-based inference, why not use constraint-based methods and fictional sample sizes, a deductive inference, approaches to structure learning, Bayesian causal inference, ontology, constraints on causal relations, functional form of causal relations, modeling backwards blocking, the role of causal mechanism knowledge, and summary.