The course that professor Strang teaches at MIT (18.06) is the best Linear Algebra course I have ever seen.
I couldn't attend the lectures at my university so I found 18.06 on the internet. Professor Strang makes understanding the concepts of Linear Algebra very easy and fun.
Everything is thought out and slowly brought up, it gives you the feeling that you're discovering the concepts yourself and not reading them from a book.