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ML Academy

Production and system design

Interview question

  • seniorlevel
  • 15 minsuggested time
  • 2ML engineer, Applied AI

Describe how you would deploy a new version of a model (or a new prompt for an LLM feature) safely, and how you would decide to roll back. What must be in place before the first deployment?

Tests: Deployment patterns (shadow, canary, blue-green, A/B), registry and versioning, rollback criteria and automation, and differences for LLM prompt/model changes.

day 19day 52

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