ML VISUAL LAB / ML Methods

Gradient Descent

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Intuition

Pick a starting point, compare learning rates, and follow the path toward local or global minima.

Core Formula

theta <- theta - alpha * grad L

When to use it?

Parameter optimization for regression models and neural networks.