Lab 05 — From Notebook to Inference Service

2 min
  1. Why must an inference function be independent from the notebook?
  2. What artifacts must accompany the weights?
  3. What is the difference between data drift and a service outage?
  4. When to trigger a rollback?
  5. [E] What test prevents a silent permutation of classes?

Answers. 1. To eliminate hidden state. 2. Schema, preprocessing, labels, config and versions. 3. The first changes the distribution, the second the availability. 4. As soon as an agreed safety threshold is crossed. 5. A contractual input-output test with known labels.

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This lesson is part of the “Hands-on Labs (5 Labs)” module

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