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

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

View Answer

Answer: C

Explanation:

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​.