The video lectures of Prof. Gilbert Strang’s linear algebra class at MIT are very good: http://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-...
He's an amazing teacher and conveys a lot of intuition + makes even complicated ideas look straightforward.