20 pts.) Consider the logistic regression model (a) (5 pts.) Show that the derivative of the logistic sigmoid function is given by d dr = (1-o) (b) (15 pts.) Derive the batch and single sample gradient descent weight update rules for minimizing the cross-entropy error function