Logistic Regression, Stochastic Gradient, Regularization.
this up. Say instead of using all the points we use a single point or a batch of points till we get through all the points. This will be much more time efficient as processing a batch of points at a time is significantly faster than passing all the points at the same time. Enter Stochastic Gradient