Machine Learning, Linear Algebra.
called the covariance matrix and it describes the pairwise relations of the dataset Now that we know how to compute the U, V and Σ matrices. Bellow is a geometrical interpretation of the above, where U and V^T are presented as linear maps that rotate space and Σ is a scaling operator (another