Sir, I think that Epidemiology is not a classification technique. If in this disease we are performing classification technique then training set exists. Suppose if we are doing clustering in epidemiology so no need of training set.
I think this is not a question. Yet, I will say knowledge in basic epidemiological methods and principles is necessary for researchers in health fields regardless of their specialty.