Gradient Descent, Machine Learning.
interest.) Example of a dataset with one positive sample and one negative sample The loss function can be plotted as follows: Loss, as a function of weight w, for the particular dataset. All you need to do is apply the formulas given in the earlier section, duplicated here for your convenience: