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Quantitative Finance · Glossary

What is Machine-learning design question?

Definition 19.4 The Interview Book · Chapter 19 — Machine Learning

A machine-learning design question asks the candidate to turn a vague business goal into a learning problem: the decision the model serves, the target and its horizon, the features available at decision time, the validation scheme, the metric that reflects the decision’s payoff, and the monitoring after deployment.

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