Neural Networks, Gradient Descent.
most important part here is the dC_dw2 — which is the gradient of the Cost function with respect to weights in layer 2 and dC_dw1 which is the gradient of the Loss function with respect to the weights in layer 1. We are adjusting the weight vectors in each layer towards the path of the steepest