This is really basic. Noone(who uses the subject) should need a cheat sheet for this...
Also there are really good books out there and linalg is a must nowdays.
As for textbook: http://www.amazon.com/Linear-Algebra-Right-Undergraduate-Mat...
As for reference: http://www.amazon.com/Matrix-Analysis-Roger-Horn/dp/05213863...