In this video, students will learn how to interpret scatter plots by finding the Y intercept on the graph. The instructor explains the concept of the Y intercept, its importance in understanding the relationship between variables, and provides examples to reinforce the learning. By grasping this concept, students can predict test scores based on completing homework assignments or watching TV hours, emphasizing the importance of diligent work and balanced study habits.