This video lesson teaches students how to calculate the correlation coefficient using a graphing calculator. It explains the conditions that must be met for linear correlation, the concept of residuals, and the relationship between the correlation coefficient and the strength of the correlation between variables. Additionally, it demonstrates how to use a graphing calculator to find the best fit line and its equation through linear regression.