The same machine learning topic is asked very differently depending on the seat you are interviewing for. A quant trader, a quant researcher, and a quant analyst all care about overfitting, but each probes it for a different reason and rewards a different kind of answer. This lesson runs a short mock round for each of the three roles, with sample dialogue so you can hear the register, then shows the same topic asked three ways. Read it to calibrate not just what you say but how you frame it for the person across the table. The underlying ideas are built in Modules 1 to 6, so we point back to them rather than re-explain.
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