In this video, the teacher explains how to interpret a two-way frequency table to describe categorical data. They differentiate between categorical and quantitative variables, and discuss the concepts of frequency and count. The teacher also introduces the ideas of joint frequencies and marginal frequencies in relation to the two-way frequency table.