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Exam Certified Machine Learning Professional All Questions

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Exam Certified Machine Learning Professional topic 1 question 14 discussion

Actual exam question from Databricks's Certified Machine Learning Professional
Question #: 14
Topic #: 1
[All Certified Machine Learning Professional Questions]

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

  • 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
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Suggested Answer: A 🗳️

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hugodscarvalho
10 months ago
Selected Answer: B
This response involves updating the model by retraining it on more recent data to adapt to changes in the underlying data distribution and maintain its performance.
upvoted 1 times
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random_data_guy
11 months ago
Selected Answer: B
"... it can trigger a notification or an action to recreate a new model using newer data." https://www.databricks.com/blog/2019/09/18/productionizing-machine-learning-from-deployment-to-drift-detection.html
upvoted 1 times
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BokNinja
11 months, 1 week ago
The correct answer is B. Retraining and deploying a model on more recent data12. When drift is identified in a machine learning application, one common response is to retrain the model on more recent data to account for the changes12. This can help to maintain the performance and accuracy of the model
upvoted 1 times
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C (25%)
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