fx(1,1) is the slope at (1,1,f(1)) of the cross-section of the graph of f in the x-direction.
This is the slope of the red line in the figure.
fy(1,1) is the slope at (1,1,f(1)) of the cross-section of the graph of f in the y-direction.
This is the slope of the red line in the figure.