Intro to Linear Algebra:
vector spaces;
linear transformations;
eigenvalues and eigenvectors;
matrices and determinants;
linear equations;
Theory of Linear Algebra:
inner product spaces;
operators;
quadratic forms;
spectral decomposition;
Applications and Computations:
Text is: Axler, Linear Algebra Done Right (2nd edn)