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Design a Machine Learning Model

MediumMachine Learning00:00
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Welcome to your interview.

The question is on your right: Design a Machine Learning Model. 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 (7/10 or better passes). Discussion and graded submissions share your five interviewer interactions, so spend them well.

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Problem

You are choosing how to build a supervised machine learning model for a product decision. The team has labeled data and needs a model that performs well in production.

Question

What are the key considerations when designing a machine learning model?