Competitions vs Business
Moving from leaderboard thinking to product outcomes
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Chapter assignment
Take a competition-style ML task and rewrite it as a business system. Define the user, decision, metric, failure mode, and production feedback loop.
What to do now
- Separate leaderboard metric from business metric.
- Identify the cost of a wrong prediction.
- Define what should be monitored after deployment.
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