Which of the following best describes 'shadow deployment'?

Practice Questions

Q1
Which of the following best describes 'shadow deployment'?
  1. Deploying a model alongside the current model without affecting users
  2. Completely replacing the old model with a new one
  3. Deploying a model only during off-peak hours
  4. Using a model for training while another is in production

Questions & Step-by-Step Solutions

Which of the following best describes 'shadow deployment'?
  • Step 1: Understand that shadow deployment is a way to test a new model.
  • Step 2: Know that the new model is run alongside the current model.
  • Step 3: Realize that users do not see the new model yet; they still use the current one.
  • Step 4: Learn that this method allows for comparing how well the new model performs without any risk to users.
  • Step 5: Conclude that shadow deployment helps in making sure the new model works well before fully switching to it.
No concepts available.
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