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Class Imbalance for Rare Damage

Medium
MediumMachine Learningloss functionsmodel trainingClass Imbalance

Problem

How do you handle class imbalance when training a deep learning model to detect rare types of vehicle damage for CCC Intelligent Solutions?

Practicing as: Machine Learning Engineer interview at CCC Intelligent Solutions

Hi, I'll play your CCC Intelligent Solutions interviewer for the Machine Learning Engineer role. Candidates describe these interviews as mostly positive and moderately difficult, so expect me to be friendly and conversational. Take your time with the question above and answer like we're in the room.

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CCC Intelligent Solutions Machine Learning Engineer Interview Questions
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