Multivariate calculus from first principles
Partial derivatives only tell you the slope along the coordinate axes, but you can walk off in any direction. The directional derivative D_u f answers: if I step along the unit vector u, how fast does f change? The answer turns out to be a single dot product with the gradient.
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▶ Directional Derivative