In this video, students learn about the difference between the measure of center and the measure of variance. They use a line plot and a number line to find the median and variance of a set of data. The teacher explains that the measure of center, such as the median or mean, represents the data being drawn towards the center, while the measure of variance represents the distance going away from the mean.