Databricks Certified Machine Learning Professional — Question 27

Which of the following is a probable response to identifying drift in a machine learning application?

Answer options

• A. None of these responses
• B. Retraining and deploying a model on more recent data
• C. All of these responses
• D. Rebuilding the machine learning application with a new label variable
• E. Sunsetting the machine learning application

Correct answer: B

Explanation

The correct action is to retrain and deploy the model on more recent data to address the drift and ensure accurate predictions. Other options like sunsetting the application or rebuilding it may not directly resolve the drift issue, and 'None of these responses' and 'All of these responses' are incorrect as there is a valid response available.