This lecture introduces core probability concepts, including outcome spaces, mutually exclusive events, and rules like the OR rule and AND rule. It covers conditional probability and Bayes’ Theorem, illustrating how to update beliefs. Examples include card draws and dice rolls, emphasizing practical applications in decision-making.