Introduction to Directional Derivatives and the Gradient

In Partial Derivatives we introduced the partial derivative. A function z=f(x,y) has two partial derivatives: z/x and z/y. These derivatives correspond to each of the independent variables and can be interpreted as instantaneous rates of change (that is, as slopes of a tangent line). For example, z/x represents the slope of a tangent line passing through a given point on the surface defined by z=f(x,y), assuming the tangent line is parallel to the x-axis. Similarly, z/y represents the slope of the tangent line parallel to the y-axis. Now we consider the possibility of a tangent line parallel to neither axis.