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Image: Partial derivative as slope
The graph of a function $z=f(x,y)$ is a surface, and fixing $y=b$ gives a curve (shown in green). The partial derivative $\pdiff{f}{x}(a,b)$ is the slope of the tangent line to this curve at the point where $x=a$.