Symmetric matrices have real eigenvalues and orthogonal eigenvectors.
There exists a rotation matrix which rotates the basis to the eigenvectors of .
This rotation is reversible by where is a diagonal matrix with the eigenvalues of .
Symmetric matrices are always diagonalizeable.