Characteristic Polynomial, Eigenvalues and Eigenvectors

This lecture covers the concept of characteristic polynomial, eigenvalues, and eigenvectors in the context of matrix reduction. It explains how to find the characteristic polynomial of a matrix, determine eigenvalues, and associate them with eigenvectors. The lecture also discusses the Cayley-Hamilton theorem and provides examples to illustrate the concepts of eigenvalues and eigenvectors.