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World 1 · Signals & Neurons · 3 min

From a neuron to a decision

Drawing a line

Teaching this? Open projector mode

With two inputs, a single neuron draws a straight decision boundary: on one side it says class A, on the other class B.

Learning, then, is just finding the weights and bias that place that line where it separates your data best.

Check yourself

A single neuron with two inputs separates data using a…

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