Derivative of Sigmoid and Cross-Entropy Functions

A step-by-step differentiation of the Sigmoid activation and cross-entropy loss function

This article will go through step-by-step differentiation of Sigmoid and Cross-Entropy functions. The understanding of derivatives of these two functions is essential in the area of machine learning when performing back-propagation during model training.

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