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iSQI CT-AI Exam - Topic 8 Question 28 Discussion

Which ONE of the following options does NOT describe a challenge for acquiring test data in ML systems?SELECT ONE OPTION
C) Data for the use case is being generated at a fast pace.
A) Compliance needs require proper care to be taken of input personal data.
B) Nature of data constantly changes with lime.
D) Test data being sourced from public sources.

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
7 months ago
Fast-paced data generation is a huge hurdle!
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Alonzo
7 months ago
I think option D is the least challenging.
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Elke
7 months ago
Nature of data changing is a real pain too.
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Tiara
8 months ago
Wait, public sources for test data? That seems risky.
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Arminda
8 months ago
Compliance needs are definitely a challenge.
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Wei
8 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
8 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
8 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
9 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
9 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
9 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
9 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
9 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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