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Google Cloud Certified – Generative AI Leader

PR000309
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Become a certified Generative AI Leader with exam code PR000309 to enhance your AI skills in Google Cloud.

489 questions 0 views Free
Start Mock Test Timed · Full-length · Scored

Questions 241–250 of 489

Q241

Which service optimally manages machine learning models at scale?

  • A AI Platform
  • B Dataflow
  • C Pub/Sub
  • D Datastore
Explanation AI Platform specializes in deploying and managing ML models, while the others support different data processing and messaging tasks.
Q242

You are configuring Google Cloud Functions for an HTTP-triggered event. What happens if a function times out?

  • A It restarts automatically.
  • B It fails and returns an error.
  • C It completes successfully.
  • D Logs the event without action.
Explanation A timeout will cause the function to fail and send back an error response.
Q243

A company needs scalable solutions for storing semi-structured data. Which database should they select?

  • A Cloud Spanner
  • B Bigtable
  • C Cloud Firestore
  • D Cloud SQL
Explanation Cloud Firestore is designed for semi-structured data, while the others are better suited for structured or specific use cases.
Q244

Which Google Cloud service is best for automating machine learning tasks?

  • A AI Platform
  • B BigQuery
  • C Cloud Functions
  • D Dataflow
Explanation AI Platform provides tools for automating ML workflows, while others are for data or execution.
Q245

A company needs to analyze real-time streaming data. Which service should they use?

  • A Pub/Sub
  • B Cloud Storage
  • C Cloud Spanner
  • D App Engine
Explanation Pub/Sub is designed for real-time messaging, while others are intended for storage or databases.
Q246

What happens when a Google Cloud Function exceeds its timeout limit?

  • A Function auto-restores.
  • B Error is returned to caller.
  • C Function continues processing.
  • D Billing charges stop.
Explanation If a function exceeds its timeout, an error is returned to the caller; the others are false scenarios.
Q247

Which service would you use for scalable machine learning on structured data?

  • A BigQuery ML
  • B Cloud Functions
  • C Cloud SQL
  • D Dataflow
Explanation BigQuery ML enables machine learning directly in BigQuery; others are not primarily for ML tasks.
Q248

A company needs to automate ML model predictions using event-driven architecture. Which service is most appropriate?

  • A Cloud Functions
  • B Compute Engine
  • C App Engine
  • D Cloud Run
Explanation Cloud Functions are ideal for serverless event-driven actions; others don't focus on event-driven automation.
Q249

You are configuring an instance to auto-scale. What happens when the maximum number of instances is reached?

  • A No new instances will be created
  • B Compute Engine crashes
  • C Instances will restart automatically
  • D New load balancer is created
Explanation Reaching max instances means no more instances can be launched; the others are inaccurate or impossible events.
Q250

Which service can help optimize ML model deployment costs?

  • A Vertex AI
  • B Firebase
  • C Cloud Pub/Sub
  • D Cloud Functions
Explanation Vertex AI provides tools for cost-efficient model serving, while others do not specialize in ML deployments.