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Gradients, Directional Derivatives, and Gradient Descent, Real Analysis II
In this video, we examine the gradient of a differentiable scalar-valued function and see how it governs the function’s rate of change in every possible direction. We focus on understanding why the gradient points toward greatest increase, why its negative points toward greatest decrease, and how directions perpendicular to the gradient yield ...
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