Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
in data. In this article, we will delve into the mathematical principles of SVD, its computational methods, and its wide range of practical applications. Through this in-depth exploration, readers will gain a comprehensive understanding of the formidable capabilities of SVD, preparing the ground