Khan Academy has actually covered everything I've gone through in my statistics class and linear algebra classes, so I'll recommend that as I'm going two semesters with AIMA the upcoming year.

http://www.khanacademy.org/#linear-algebra

http://www.khanacademy.org/#probability

http://www.khanacademy.org/#statistics