Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
an ideal tool for data compression and dimensionality reduction. Theoretical Elegance: SVD has profound theoretical implications, relating to many important mathematical concepts like eigenvalues, eigenvectors, and orthogonality in Euclidean space. Overall, Singular Value Decomposition is not just