iSQI Exam CT-AI Topic 6 Question 23 Discussion

Actual exam question for iSQI's CT-AI exam

Question #: 23
Topic #: 6

[All CT-AI Questions]

Which ONE of the following options does NOT describe a challenge for acquiring test data in ML systems?

SELECT ONE OPTION

ACompliance needs require proper care to be taken of input personal data.

BNature of data constantly changes with lime.

CData for the use case is being generated at a fast pace.

DTest data being sourced from public sources.

Show Suggested Answer

Suggested Answer: C

Challenges for Acquiring Test Data in ML Systems: Compliance needs, the changing nature of data over time, and sourcing data from public sources are significant challenges. Data being generated quickly is generally not a challenge; it can actually be beneficial as it provides more data for training and testing.

Reference: ISTQB_CT-AI_Syllabus_v1.0, Sections on Data Preparation and Data Quality Issues.

by Farrah at Apr 09, 2025, 08:08 PM

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Eleonore

25 days ago

Option B) 'Nature of data constantly changes with lime'? Sounds like a typo, or maybe they're just really into citrus fruits. D) is the way to go.

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Yen

2 days ago

Yeah, it can be difficult to ensure the quality and relevance of public test data.

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Rikki

14 days ago

I agree, D) Test data being sourced from public sources is a challenge.

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Merilyn

27 days ago

Ah, tricky question! I'm going to go with D) Test data being sourced from public sources. Seems like the easiest option to not be a challenge.

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Cherilyn

2 days ago

User 2: I agree, that seems like the least challenging option.

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Penney

13 days ago

User 1: I think D) Test data being sourced from public sources is the answer.

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Cherri

1 months ago

A) Compliance needs require proper care to be taken of input personal data - that's definitely a challenge. I'd say D) is the right answer here.

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Margot

1 months ago

B) Nature of data constantly changes with lime? Hmm, I think that's a challenge, not an option that doesn't describe a challenge. Let's go with D) instead.

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