The concept of the Sum of Squares is key to understanding many aspects of Statistics, including standard deviation and the Normal model, Linear Regression and ANOVA. In this video the Sum of Squares as a measure of Variation is explained. This is followed by an explanation of the relationship between the Sum of Squares (Variation), the Mean Sum of Squares (Variance) and Standard Deviation (Square Root of Variance).