iSQI Exam CT-AI 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

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 Corinne at Jul 29, 2025, 12:22 PM

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