Question: how to find correlation between two vectors?
Answer: Here is a key connection between linear algebra and probability theory: If X, Y are two random variables of zero mean, then the covariance Cov[XY ] = E[X · Y ] is the dot product of X and Y . The standard deviation of X is the length of X. The correlation is the cosine of the angle between the two vectors.