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Preventing Overfitting With Limited Data

Los Alamos National LaboratoryMediumMachine Learning00:00
Los Alamos National Laboratory
Your interviewer · AI Engineer
In session
Interviewer

Welcome to your interview for the AI Engineer role at Los Alamos National Laboratory.

The question is on your right: Preventing Overfitting With Limited Data. Take a moment with it first.

Talk your thinking through with me if you like - when you're confident, submit your answer and I'll grade it like a real screen. You have three graded attempts to score 7/10 or better.

Only Submit answer is graded - discussion is free practice.

Problem

How do you handle overfitting when working with limited, high-fidelity experimental datasets?