Eigenvalues and eigenvectors

Eigenvalues and eigenvectors of linear maps and square matrices

Properties of eigenvectors (subspaces, linear independence)

Characteristic polynomial and its coefficients

Calculation of eigenvalues and eigenvectors

Application in systems of differential equations

Cayley-Hamilton theorem