Matrix diagonalization is the process of taking a square matrix and converting it into a special type of matrix called diagonal matrix that shares the same fundamental properties of the underlying matrix. To diagonalize a matrix is also equivalent to find the matrix's eigenvalues, which turn out to be precisely the entries of the diagonalized matrix.