Matrix Multiplication
I think there are two parts to matrix multiplications:<p>1) How you do it by hand, which this page offers a very handy and easy to remember recipe for.<p>2) And why you do it in such a weird and not very multiplicative way.<p>Matrix multiplication is so arbitrary when first introduced. Every time I see it work for some real life application I am surprised how mathematicians came up with it in the first place.