Cost Function, Regularization.
to theta zero, and despite the clear data to the contrary, you know chooses to fit a sort of, flat line, just a flat horizontal line. I didn’t draw that very well. This just a horizontal flat line to the data. So for regularization to work well, some care should be taken, to choose a good choice