Logistic Regression, Stochastic Gradient, Regularization.
variable to vectorized notations. So, now lets read the derivative equations in simple English. The derivative of the loss with respect to z(wx +b) is the difference between the predicted value sigmoid(wx + b) minus the target y summed across all the points. The derivative of the Loss with respect