Microsoft
AI-102 · Question #219
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…
The correct answer is C. Multivariate Anomaly Detection. The Multivariate Anomaly Detection APIs further enable developers by easily integrating advanced AI for detecting anomalies from groups of metrics, without the need for machine learning knowledge or labeled data…
Submitted by kevin_r· Mar 30, 2026N/A
Question
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. What should you include in the solution?
Options
- AApplication Insights in Azure Monitor
- Bmetric alerts in Azure Monitor
- CMultivariate Anomaly Detection
- DUnivariate Anomaly Detection
How the community answered
(26 responses)- A12% (3)
- B4% (1)
- C62% (16)
- D23% (6)
Explanation
The Multivariate Anomaly Detection APIs further enable developers by easily integrating advanced AI for detecting anomalies from groups of metrics, without the need for machine learning knowledge or labeled data. https://learn.microsoft.com/en-us/azure/cognitive-services/anomaly-detector/overview#multivariat e-anomaly-detection
Topics
#Multivariate Anomaly Detection#Anomaly Detection#Sensor Data Analysis#Time Series Analysis
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