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

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 Billy at May 05, 2026, 05:35 PM

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3 days 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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8 days 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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13 days 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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