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Which of the following best describes 'A/B testing' in the context of model depl

Practice Questions

Q1
Which of the following best describes 'A/B testing' in the context of model deployment?
  1. Training two models simultaneously
  2. Comparing two versions of a model to determine which performs better
  3. Deploying a model without testing
  4. None of the above

Questions & Step-by-Step Solutions

Which of the following best describes 'A/B testing' in the context of model deployment?
  • Step 1: Understand that A/B testing is a method used to compare two different versions of something.
  • Step 2: In the context of model deployment, it means you have two versions of a model (let's call them Model A and Model B).
  • Step 3: You run both models at the same time in a real-world environment to see how they perform.
  • Step 4: Collect data on how each model performs based on specific metrics (like accuracy, speed, etc.).
  • Step 5: Analyze the results to determine which model is better based on the collected data.
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