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INTERACTIVE AI MATH LESSON

Neural Network Backpropagation Lab

Train a tiny neural network in-browser and see backpropagation as a decision-boundary heatmap, network-weight diagram, loss curve, CSV, Markdown and JSON receipt.

Reviewed 2026-06-27

Education
BackpropDecision boundaryLoss curveWeightsJSON receipt

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WHY IT IS DIFFERENT

It makes backpropagation visible.

The heatmap, loss curve and network-weight diagram show how prediction error flows backward into weights instead of leaving learning as a black box.