Neural Networks, Deep Learning, Mathematics, Linear Algebra, Differential Calculus.
sigmoid function as we use this function in binary classification type problem because it gives value in range [0,1]. then we take probability of sigmoid output to classify whether final output is 0 or 1. to calculate o1 and o2 of the output layer. Image by myself Image by myself Total error is