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Which of the following best describes 'shadow deployment'?

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Question: Which of the following best describes \'shadow deployment\'?

Options:

  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

Correct Answer: Deploying a model alongside the current model without affecting users

Solution:

Shadow deployment involves deploying a new model alongside the current model without affecting users, allowing for performance comparison without risk.

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.
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