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iSQI CT-AI Exam - Topic 8 Question 28 Discussion

Actual exam question for iSQI's CT-AI exam
Question #: 28
Topic #: 8
[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 Corinne at Jul 29, 2025, 12:22 PM

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Freeman
4 months ago
Fast-paced data generation is a huge hurdle!
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Alonzo
4 months ago
I think option D is the least challenging.
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Elke
4 months ago
Nature of data changing is a real pain too.
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Tiara
4 months ago
Wait, public sources for test data? That seems risky.
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Arminda
5 months ago
Compliance needs are definitely a challenge.
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Wei
5 months ago
The changing nature of data seems like a significant issue, but I can't recall if it directly relates to acquiring test data.
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Sabine
5 months ago
I think sourcing test data from public sources might not be a challenge, since it’s often easier to access.
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Lavina
5 months ago
I'm not entirely sure, but I feel like the fast pace of data generation could be a challenge too.
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Larae
6 months ago
I remember discussing how compliance needs can complicate data acquisition, so I think that might be a challenge.
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Tracie
6 months ago
Okay, let me break this down. Compliance, changing data, and fast-paced data generation all sound like challenges. Public data sources don't seem as challenging, so I'll go with D.
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Margarett
6 months ago
Option D seems like the easiest one to eliminate. The other options all sound like potential challenges, but I'm not totally confident in my answer.
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Owen
6 months ago
Hmm, I'm a bit confused. I'm not sure if the options are describing challenges or not. I'll have to think this through carefully.
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Hector
6 months ago
This question seems straightforward. I think the answer is D - test data being sourced from public sources, as that would not be a challenge for acquiring test data.
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