Cost Function, Gradient Descent.
parameters theta. Finally, if we’re given a new example with some set of features X. We can then take the thetas that we fit our training set and output our prediction as this, and just to remind you the output of my hypothesis, I am going to interpret as the probability that Y is equal to 1. And