Eigenvalues, eigenvectors and diagonalization

By the end you’ll be able to

• Compute characteristic polynomials, eigenvalues and eigenvectors, and use trace = sum and determinant = product of eigenvalues
• Diagonalize matrices and decide diagonalizability by comparing algebraic and geometric multiplicities
• Apply the Cayley–Hamilton theorem and minimal polynomials to compute powers and inverses of matrices