You've probably been exposed to vector algebra in previous courses. These include vector addition, the vector dot product, and the vector cross product. Let's take a minute to discuss an equivalent set of matrix operators.

We begin with the dot product. This operation acts on two vectors and returns a scalar. Geometrically, this operation can be described as a projection of one vector onto another. The dot product has the following matrix formulation.