Crout Decomposition is a matrix decomposition technique used to solve systems of linear equations, invert matrices, and compute determinants by decomposing a matrix into a lower triangular matrix and an upper triangular matrix with unit diagonal elements. It is particularly efficient for numerical stability and computational speed in solving large linear systems.