Vector calculus

When we find derivatives of functions with respect to vectors, we need to be a lot more diligent. And as we will see in Chapter 2, Linear Algebra, vectors and matrices are noncommutative and behave quite differently from scalars, and so we need to find a different way to differentiate them.