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Databricks Machine Learning Professional Exam - Topic 7 Question 53 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 53 Discussion

Actual exam question for Databricks's Databricks Machine Learning Professional exam
Question #: 53
Topic #: 7
[All Databricks Machine Learning Professional Questions]

Which of the following describes concept drift?

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Suggested Answer: D

by Billy at May 05, 2026, 05:35 PM

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Yvonne
1 month ago
I practiced a question about concept drift, and I feel like it had to do with how models adapt over time. Maybe it's C?
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Pamella
1 month ago
I remember something about input and target distributions, but I'm not sure if it's A or B. They sound similar!
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Lynette
1 month 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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