Advanced Optimization, Conjugrate, Bfgs.
what gradient descent does is it repeatedly performs the following update. Right? So given the code that we wrote to compute these partial derivatives, gradient descent plugs in here and uses that to update our parameters theta. So another way of thinking about gradient descent is that we need to