Spectral Theorem

There are two main theories associated with the spectral theorem:

Let be symmetric, then the Eigenvalues of are real.
Let be symmetric and let be distinct and real eigenvalues of with Eigenvectors . Then and are orthogonal and and are Orthogonal Subspaces.