"After my one course in linear algebra, I knew eigenvectors and eigenvalues like the back of my head. If your instructor was anything like mine, you recall solving problems involving eigendoohickeys, but you never really understood them."
-- Jonathan Richard Shewchuk, from An Introduction to
the Conjugate Gradient Method Without the Agonizing Pain