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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 before full deployment?

Options:

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

Correct Answer: Canary deployment

Solution: 

Canary deployment is a strategy where a new model is gradually rolled out to a small subset of users to monitor its performance before full deployment.

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 before full deployment?
  1. Blue-green deployment
  2. Canary deployment
  3. Rolling deployment
  4. A/B testing

Questions & Step-by-Step Solutions

Which deployment strategy involves gradually rolling out a model to a subset of users before full deployment?
  • Step 1: Understand that a deployment strategy is a way to release a new model or software.
  • Step 2: Learn about canary deployment, which is a specific strategy.
  • Step 3: In canary deployment, you first release the new model to a small group of users.
  • Step 4: Monitor how the model performs with this small group.
  • Step 5: If the model works well, you then gradually release it to more users.
  • Step 6: Finally, if everything goes smoothly, you fully deploy the model to all users.
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