In this video, the teacher explains how to describe events as subsets of a sample space using characteristics of the outcomes. The teacher demonstrates how to create an organized list and a two-way table to represent the outcomes. They also differentiate between categorical and quantitative variables and explain how they can be represented in a two-way table.