Elementary Matrix and Linear Algebra
- Vector spaces and subspaces, linear combinations, linear independence, and bases
- Linear transformations and operators, kernel and range, and matrices of linear transformations
- Characteristic polynomials, eigenvalues, eigenvectors, and minimal polynomials
- Inner products, norms, orthogonality, orthogonal bases, and the Gram-Schmidt process