Seriously... the hallmark of all the linear algebra classes I had was the instructor completely failing to demonstrate the various concepts in visual terms. And that's pretty unforgivable, since linear algebra feels like one of those subjects where, until you have some key components of it modeled in your head that serve to glue everything together, every new may as well be random words pulled from a foreign dictionary.