Data Science, Machine Learning, Linear Algebra, Scipy, Algorithms.
thee images, see this page. Consider also the following examples where SVD is used: SVD is closely linked to Principal Component Analysis (PCA), which is used for dimensionality reduction: both result in a set of “new axes” that are constructed from linear combinations of the the feature space axes