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Artificial Intelligence / Unit 8   AI 0455 short lesson, about 20 seconds

The Learning Rate

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The idea

The stride of descent is the learning rate — and the anchor rule of modern training, each weight moving by stride times error times its own input, is the perceptron's nudge with a graded error.

In practice

The nudging rule was gradient descent wearing mittens; the smooth bend supplied the grading.

Where people slip

One procedure spans the unit — the continuity is the insight, not a coincidence.

Your place on the trail

Every lesson rests on earlier ones and opens later ones. Tap any to jump.

Unlocks

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