ML in Practice — Lightweight MLOps
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Quiz: The Three Production Gaps

ML in research and ML in production are different disciplines. The gaps between them are predictable.

6 minutesInteractive tutorial
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Your model achieves 0.87 AUC on offline test sets, yet production users report degraded predictions. What is the most probable architectural cause?