In this video, the teacher explains the difference between scatter plots and lines. They discuss how scatter plots represent inexact relationships between variables, while lines represent exact or deterministic relationships. The teacher provides examples and demonstrates how scatter plots can be used to analyze and make predictions about data, while lines represent precise relationships between variables.