Edwy
AI Primer

Machine learning · Module 9

PART III

Machine learning

Three families of learning: from labels, from structure, and from rewards.

Applied frame

Name the input, target, feedback signal, and evaluation split before choosing a model family.

Diagram cue

The diagram traces data into a learned function and back out through evaluation.

Comparison diagram for supervised labels, unsupervised clusters, reinforcement reward, and generalization
The feedback signal determines what kind of learning is possible.
PART III animated explainer
Owned Edwy animated explainer for PART III.

Learning modes differ by feedback signal. Key motion beats: labels, clusters, reward, generalize.

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