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Model Versioning, Monitoring, Rollback

Hard
System DesignInfrastructureFeature DriftModel Serving

Problem

How would you handle model versioning, monitoring, and rollback in production?

Practicing as: Machine Learning Engineer interview at Cohere Health

Hi, I'll play your Cohere Health interviewer for the Machine Learning Engineer role. Candidates describe these interviews as mixed and moderately difficult, so expect me to be professional and fair. Take your time with the question above and answer like we're in the room.

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