Covariance Matrix

Reference for Covariance and Covariance Matrices from wiki.

Variance : measure how much a single random variable varies
Covariance: measure how much two random variable varies together
Covariance Matrix: covariance in the form of matrix for higher dimension of scalar-valued random variable

Refernce for matrix from wiki