Microsoft Designing and Implementing a Microsoft Azure AI Solution AI-102 Question # 10 Topic 2 Discussion
AI-102 Exam Topic 2 Question 10 Discussion:
Question #: 10
Topic #: 2
You are developing a monitoring system that will analyze engine sensor data, such as rotation speed, angle, temperature, and pressure. The system must generate an alert in response to atypical values.
The system must analyze multiple sensor data points (rotation speed, angle, temperature, pressure) and generate alerts on anomalies.
Application Insights → used for monitoring applications, not IoT sensor data.
Metric alerts in Azure Monitor → works with single metrics but does not handle complex correlations.
Univariate Anomaly Detection → only works on a single time series (e.g., just temperature).
Multivariate Anomaly Detection → specifically built to detect anomalies across multiple correlated variables (sensor data).
Thus, the correct choice is Multivariate Anomaly Detection.
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