Interesting Properties of the Covariance Matrix

Essential information about the covariance matrix for data scientists

The covariance matrix has many interesting properties, and it can be found in mixture models, component analysis, Kalman filters, and more. Developing an intuition for how the covariance matrix operates is useful in understanding its practical implications. This…