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Artificial Intelligence / Unit 8   AI 0453 short lesson, about 20 seconds

The Error Landscape

Captions available

The idea

Training a smooth machine is walking on a landscape: the knob settings are a position, the total error is the altitude, and learning is descending.

In practice

One knob makes the landscape a curve; a million make terrain no one can picture — the walking rule is unchanged.

Where people slip

The picture is exact, not metaphor — every training step is a step on this ground.

Your place on the trail

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

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