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This lecture covers the definition of a probability law, which associates a probability with each event in the event space, along with its properties. It also discusses theorems related to probability properties, such as the probability of the empty set, complements, unions, and inequalities. The lecture delves into the concept of o-additivity and the inclusion-exclusion formulas for multiple events.