It depends on what you’re doing. That is accurate for, say, describing the training of a neural network, but if you want to prove something about generalization

It depends on what you’re doing. That is accurate for, say, describing the training of a neural network, but if you want to prove something about generalization, for example (which the book at least touches on from my skimming), you’ll need other techniques as well