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Which deployment strategy involves gradually rolling out a model to a subset of

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Question: Which deployment strategy involves gradually rolling out a model to a subset of users?

Options:

  1. Blue-green deployment
  2. Canary deployment
  3. A/B testing
  4. Shadow deployment

Correct Answer: Canary deployment

Solution: 

Canary deployment involves gradually rolling out a new model to a small subset of users to monitor its performance before a full rollout.

Which deployment strategy involves gradually rolling out a model to a subset of

Practice Questions

Q1
Which deployment strategy involves gradually rolling out a model to a subset of users?
  1. Blue-green deployment
  2. Canary deployment
  3. A/B testing
  4. Shadow deployment

Questions & Step-by-Step Solutions

Which deployment strategy involves gradually rolling out a model to a subset of users?
  • Step 1: Understand that a deployment strategy is a way to release a new model or software.
  • Step 2: Learn about different deployment strategies, including canary deployment.
  • Step 3: Know that canary deployment means releasing the new model to a small group of users first.
  • Step 4: Monitor how the model performs with this small group.
  • Step 5: If the model works well, gradually release it to more users until it is fully deployed.
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