Eigenvalue

Definition:

• Can be real or complex
• Singular Value of a matrix: ${\sigma }_i=\sqrt{{\lambda }_i}$
• $\sigma$ can be found with $\sqrt{\lambda (A^{⊺}A)}$

Jordan Decomposition

• A type of decomposition using eigenvalues