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AI-102 · Question #71

You plan to perform predictive maintenance. You collect IoT sensor data from 100 industrial machines for a year. Each machine has 50 different sensors that generate data at one-minute intervals. In…

The correct answer is A. Anomaly Detector. https://azure.microsoft.com/en-us/services/cognitive-services/anomaly-detector/

Submitted by klara.se· Mar 30, 2026Plan and manage an Azure AI solution

Question

You plan to perform predictive maintenance. You collect IoT sensor data from 100 industrial machines for a year. Each machine has 50 different sensors that generate data at one-minute intervals. In total, you have 5,000 time series datasets. You need to identify unusual values in each time series to help predict machinery failures. Which Azure AI Services service should you use?

Options

  • AAnomaly Detector
  • BCognitive Search
  • CAzure AI Document Intelligence
  • DCustom Vision

How the community answered

(40 responses)
  • A
    80% (32)
  • B
    3% (1)
  • C
    5% (2)
  • D
    13% (5)

Explanation

https://azure.microsoft.com/en-us/services/cognitive-services/anomaly-detector/

Topics

#Anomaly Detector#time series analysis#predictive maintenance

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