Tangent Planes and Linear Approximations

Recall that partial derivatives $f_x$ and $f_y$ can be thought of as slopes of traces. Extending this idea, the graph of a function $z=f(x,y)$ is a surface in ${\mathbb{R}}^3$ and so we can now start thinking of the plane that is “tangent” to the surface as a point.