Sigmoid
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ReLU, sigmoid, tanh, and softmax — what they compute, when to use each, and why non-linearity is essential for deep networks.
Derivatives, chain rule, sigmoid and softmax — with RL motivation and explained solutions.
Predict categories instead of numbers. Decision boundaries, sigmoid activation, and binary probability outputs.