AAISM Exam Dumps | Which of the following AI data management techniques involves creating validation and test data?

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ISACA Advanced in AI Security Management (AAISM) Exam
ISACA.AAISM.v2026-06-18.q81
Question 7

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Question 7/81

Which of the following AI data management techniques involves creating validation and test data?

A. Training

B. Annotating

C. Splitting

D. Learning

Correct Answer: C

Data splitting partitions a labeled dataset into training, validation, and test subsets to enable unbiased model tuning and evaluation. Training (A) consumes the training split; annotating (B) adds labels; learning (D) is a general term for model optimization, not a data management step.
References: AI Security Management (AAISM) Body of Knowledge - Data Lifecycle Controls; Dataset Partitioning for Validation and Testing. AAISM Study Guide - Train/Validation/Test Splits and Evaluation Integrity.

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