This lecture covers the Inclusion-Exclusion Principle for events in a probability space, discussing formulas for the union of events, properties of probabilities, and applications. It explains how to calculate probabilities of unions and intersections, and provides insights into the general formula for the principle. The lecture also delves into the concept of continuous probability measures and inequalities in probability theory.