Stochastic Gradient, Machine Learning, AI, Gradient Descent.
quite “squiggly,” and meanwhile there is a line that fits the points quite closely. If the true relationship between the x (i) s and y (i) s is indeed roughly linear (plus some noise), then the line will give much more accurate predictions on new data points x than the squiggly polynomial. In