Statistics, Covariance Matrix, Eigenvectors, Pca Analysis, Machine Learning.
covariance matrix represents the covariance between two variables. The diagonal elements represent the variances of individual variables. The formula for the covariance between variables X and Y is similar, with the covariance matrix encompassing all variable pairs in a dataset. Eigenvalues and