In this video, the teacher explains the concept of intersection of subsets in a sample space using examples. They use the analogy of two streets intersecting to illustrate how the intersection of two sets contains the elements that are common to both sets. The teacher also demonstrates how to determine the intersection of subsets by analyzing specific examples involving dice outcomes.