Machine Learning, Linear Algebra.
constituent matrices using (you guessed it) the ideas of Eigenvalues and Eigenvectors. By decomposing A into three matrices we alleviate the computational burden of applying matrix A to a vector space S and it also allows for extraction of important facts about the matrix itself. Here’s a quick