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Exam Certified Machine Learning Professional topic 1 question 9 discussion

Actual exam question from Databricks's Certified Machine Learning Professional
Question #: 9
Topic #: 1
[All Certified Machine Learning Professional Questions]

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?

  • A. Obtain the observed values (actual) feature values
  • B. Measure the latency of the prediction time
  • C. Retrain the model
  • D. None of these should be completed as Step #3
  • E. Compute the evaluation metric using the observed and predicted values
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Suggested Answer: E 🗳️
by BokNinja at Dec. 19, 2023, 7:12 a.m.

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sindhu_gowda
10 months, 3 weeks ago
Selected Answer: E
Answer is E
upvoted 1 times
...
nnn_666
1 year, 1 month ago
Selected Answer: E
concept drift can only be detected by observing model performance metrics.
upvoted 2 times
...
Alishahab70
1 year, 2 months ago
Selected Answer: E
It should be E
upvoted 1 times
...
spaceexplorer
1 year, 3 months ago
Selected Answer: A
A is correct
upvoted 1 times
...
hugodscarvalho
1 year, 3 months ago
Selected Answer: E
By computing evaluation metrics such as accuracy, precision, recall, or F1 score using these values, the engineer can assess the model's performance over time and detect any potential concept drift.
upvoted 2 times
...
trendy01
1 year, 4 months ago
Selected Answer: E
E. Compute the evaluation metric using the observed and predicted values
upvoted 1 times
...
BokNinja
1 year, 4 months ago
E. Compute the evaluation metric using the observed and predicted values
upvoted 1 times
...
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