Explain your process for updating ML models in production without causing downtime.
Instruction: Detail the steps and considerations involved in updating deployed ML models while minimizing impact on the production environment.
Context: This question evaluates the candidate's ability to manage model updates efficiently, ensuring continuous operation.
Updated
Official answer available
Read the opening below, then unlock the full answer and practical guidance.
I use staged rollout patterns such as blue-green deployment, canaries, shadow mode, or versioned endpoints so a new model can be introduced without replacing...
Related Questions
-
easy
-
medium
-
hard