Training, Dev Dataset, Test, Set.
hyperparameters right on a new application from the first time. So the idea is you go through the loop: Idea ==> Code ==> Experiment. You have to go through the loop many times to figure out your hyperparameters. Your data will be split into three parts: Training set. (Has to be the largest set),