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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

Show Suggested Answer Hide 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
9 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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Merilyn
12 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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Cherri
20 days 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
24 days 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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Pearlene
1 days ago
User 3: Test data being sourced from public sources can be a challenge too.
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Cristen
8 days ago
User 2: I agree, let's go with D) instead.
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Linsey
16 days ago
User 1: I think B) is a challenge, not an option that doesn't describe a challenge.
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Janella
1 months ago
D) Test data being sourced from public sources - that's a great option! Public data is usually well-documented and can save a lot of time.
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Veronika
15 days ago
B) Nature of data constantly changes with time.
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Chantell
23 days ago
A) Compliance needs require proper care to be taken of input personal data.
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Latricia
1 months ago
I feel like option A is also not a challenge because compliance needs are important for data privacy.
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Sang
2 months ago
I agree with Stephane. Test data being sourced from public sources is not a challenge.
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Stephane
2 months ago
I think option D does not describe a challenge for acquiring test data.
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