Logistic Regression, Stochastic Gradient, Regularization.
similifying the differentiation lets turn this into a single variable calculus problem as differentiation of a single variable can easily be extended to a vector. derivative of loss w.r.t sigmoid Next we compute the derivative of sigmoid w.r.t to z, which is the linear regression equation we