Contents 1 Vector spaces 1 2 Finite-dimensional vector spaces 3 Linear maps 4 Polynomials 5 Eigenvalues, eigenvectors, and invariant subspaces 6 Inner product spaces 7 Operators on inner product spaces 8 Operators on complex vector spaces 9 Operators on real vector spaces 10 Trace and determinant