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CERTIFIED-MACHINE-LEARNING-PROFESSIONAL · Question #44

A machine learning engineer is in the process of implementing a concept drift monitoring solution. They are planning to use the following steps: 1. Deploy a model to production and compute predicted v

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Question

A machine learning engineer is in the process of implementing a concept drift monitoring solution. They are planning to use the following steps: 1. Deploy a model to production and compute predicted values 2. Obtain the observed (actual) label values 3. _____ 4. Run a statistical test to determine if there are changes over time Which of the following should be completed as Step #3?

Options

  • AObtain the observed values (actual) feature values
  • BMeasure the latency of the prediction time
  • CRetrain the model
  • DNone of these should be completed as Step #3
  • ECompute the evaluation metric using the observed and predicted values

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