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Databricks Machine Learning Professional Exam - Topic 7 Question 56 Discussion

Which of the following describes concept drift?
D) Concept drift is when there is a change in the distribution of the predicted target given by the model
A) Concept drift is when there is a change in the distribution of an input variable
B) Concept drift is when there is a change in the distribution of a target variable
C) Concept drift is when there is a change in the relationship between input variables and target variables
E) None of these describe Concept drift

Databricks Machine Learning Professional Exam - Topic 7 Question 56 Discussion

Actual exam question for Databricks's Databricks Machine Learning Professional exam
Question #: 56
Topic #: 7
[All Databricks Machine Learning Professional Questions]

Which of the following describes concept drift?

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Suggested Answer: D

by Ettie at Jun 18, 2026, 01:33 PM

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Ivory
1 day ago
I think concept drift is related to changes in the relationship between inputs and outputs, so I might lean towards C.
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