Singular Matrix
A singular matrix is a square matrix with a Determinant of zero, which means it is non-invertible.
A singular matrix has Linearly dependent columns.
A singular value of a matrix is a non-negative scalar that describes how much the matrix stretches or compresses along a particular direction in its input space.