I did single variable differentials a while ago here: http://www.mathwizurd.com/calc/2015/11/18/differentials
Multivariable Differentials
If $w = f(x,y)$, $$dw = f_x(x,y)dx + f_y(x,y)dy = \frac{\partial{}w}{\partial{}x}dx + \frac{\partial{}w}{\partial{}y}dy$$ Similar to single variable differentials, this also finds a tangent line to the 3D curve expressed by the function and approximates $w + \Delta{}w$.
Example
David Witten