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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #48

You are an ML engineer at a media company. You need to build an ML model to analyze video content, identify objects, and alert users if there is inappropriate content. Which Google Cloud products shou

The correct answer is C. Pub/Sub, Cloud Function, Video Intelligence API, Cloud Logging. A is not correct as there is no tool for alerting and notifying. B is not correct as it uses Cloud Vision API for processing videos. C is correct as Video Intelligence API can find inappropriate components and other components satisfy the requirements of real-time processing and

Submitted by javi_es· Apr 18, 2026ML pipeline operationalization

Question

You are an ML engineer at a media company. You need to build an ML model to analyze video content, identify objects, and alert users if there is inappropriate content. Which Google Cloud products should you use to build this project?

Options

  • APub/Sub, Cloud Function, Cloud Vision API
  • BPub/Sub, Cloud IoT, Dataflow, Cloud Vision API, Cloud Logging
  • CPub/Sub, Cloud Function, Video Intelligence API, Cloud Logging
  • DPub/Sub, Cloud Function, AutoML Video Intelligence, Cloud Logging

How the community answered

(35 responses)
  • A
    9% (3)
  • B
    3% (1)
  • C
    71% (25)
  • D
    17% (6)

Explanation

A is not correct as there is no tool for alerting and notifying. B is not correct as it uses Cloud Vision API for processing videos. C is correct as Video Intelligence API can find inappropriate components and other components satisfy the requirements of real-time processing and notification. (https://cloud.google.com/video- D is not correct as AutoML Video intelligence should be only used in case of customization. https://cloud.google.com/solutions/processing-user-generated-content-using-video-intelligence

Topics

#Video Intelligence API#Serverless Architecture#Content Moderation#ML Pipeline Design

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