Linear Approximation

Multivariate calculus from first principles

Up close, every smooth surface looks flat, the way the Earth feels flat under your feet. The linear approximation replaces the curvy function near a point with the flat tangent plane that just touches it there. The gradient supplies the tilt of that plane.

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▶ Linear Approximation
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