Exam AAISM Topic 2 Question 202 Discussion

Actual exam question for ISACA's AAISM exam
Question #: 202
Topic #: 2
A data scientist creating categories and training an algorithm on large data sets is performing which learning technique?

Suggested Answer: A Vote an answer

AAISM identifies supervised learning as involving:
* labeled categories
* ground-truth datasets
* model training with known outcomes
This aligns exactly with categorizing data and training on labeled datasets.
Reinforcement (B) involves reward feedback loops. Unsupervised (C) uses unlabeled data. "Machine learning" (D) is too broad and not a specific technique.
References: AAISM Study Guide - AI Learning Types; Supervised Learning Definition.

by Rod at Jul 26, 2026, 01:30 PM

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