Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
science, playing a critical role in understanding and processing complex datasets. By decomposing data into singular values and corresponding vectors, SVD offers a powerful means of exploring the inherent structure and characteristics of data. Its applications across data compression, feature