Explores the Bayesian approach to the logic and epistemology of scientific reasoning. It introduces the probability calculus as an appealing generalization of classical logic for uncertain reasoning, explores Bayesian epistemology and applies the formal tools and principles to a handful of topics in the epistemology of scientific reasoning.