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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?

AConcept drift is when there is a change in the distribution of an input variable

BConcept drift is when there is a change in the distribution of a target variable

CConcept drift is when there is a change in the relationship between input variables and target variables

DConcept drift is when there is a change in the distribution of the predicted target given by the model

ENone of these describe Concept drift

Show Suggested Answer

Suggested Answer: D

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

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Carman

2 days ago

Wait, isn't it more about the input variables?

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Mi

7 days ago

Totally agree with C!

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Major

12 days ago

C is the right answer!

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Celestina

18 days ago

I feel like none of these options fully capture what concept drift means, but I can't quite recall the details. Maybe E?

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Marcos

23 days ago

I practiced a question similar to this, and I think concept drift specifically refers to how the model's predictions change over time, which might be D.

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Crista

28 days ago

I remember something about input and target distributions changing, but I'm not sure if that's the same as concept drift.

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Ivory

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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