This document defines key concepts in probability theory such as events, outcomes, sample space, and using the probability formula. It explains how to represent probabilities using Venn diagrams and the conditions for mutually exclusive events. Mutually exclusive events are those where no outcome can belong to both events simultaneously, such as being both male and female. The document provides examples like the probability of flipping a coin and rolling dice to illustrate these probability concepts.