Covariance Matrix of Multivariate Gaussian Distributions: A Detailed Exploration

Covariance: The Foundation Covariance measures how much two random variables change together. It is defined for two variables $X$ and $Y$ as: [\text{Cov}(X, Y) = \mathbb{E}[(X - \mathbb{E}[X])(Y ...