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Pitfalls in Model Evaluation

ShopifyEasyModel Evaluation00:00
Shopify
Your interviewer · AI Engineer
In session
Interviewer

Welcome to your interview for the AI Engineer role at Shopify.

The question is on your right: Pitfalls in Model Evaluation. 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

What are the common pitfalls in model evaluation?