ai-901 Practice Question 1031

Exam: ai-901
Domain: Describe Artificial Intelligence workloads and considerations
Topic: Identify features of common AI workloads
Difficulty: medium
What is the primary objective of anomaly detection in machine learning workloads?

Answer Options

A
To identify unusual patterns that do not conform to expected behavior
B
To predict continuous numerical values
C
To group similar data points together into clusters
D
To classify images into predefined categories

Correct Answer

A: To identify unusual patterns that do not conform to expected behavior

Explanation

Anomaly detection identifies rare events, deviations, or outliers that deviate significantly from typical historical patterns.