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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 381–390 of 489

Q381

What happens when you set an AI model's training time to zero minutes in Vertex AI?

  • A Model trains immediately
  • B Model fails to train
  • C Model trains only on defaults
  • D Model training auto-completes
Explanation Setting the training time to zero prevents the model from training at all, making option B correct.
Q382

Which service is best for processing large datasets in real-time?

  • A Cloud Pub/Sub
  • B Cloud SQL
  • C Cloud Storage
  • D Cloud Run
Explanation Cloud Pub/Sub enables real-time messaging and processing, whereas the others are not optimized for real-time data stream processing.
Q383

A company needs to analyze user sentiment from social media posts using AI. Which approach should they take?

  • A Use Cloud Functions for data scraping
  • B Implement a predictive model with AutoML
  • C Deploy Google Kubernetes Engine
  • D Store data in Cloud Storage
Explanation Implementing a predictive model with AutoML is specifically designed for sentiment analysis, while the others don't focus on the analyzed objective.
Q384

What happens when you set a Compute Engine instance to preemptible?

  • A It's permanently free.
  • B It can be stopped anytime.
  • C It's a high-availability instance.
  • D It saves data to Cloud Storage.
Explanation A preemptible instance can be terminated by Google Cloud, making option B the correct choice; the others misrepresent its nature.
Q385

Which service is primarily used for training machine learning models on Google Cloud?

  • A Cloud AI Platform
  • B BigQuery
  • C Cloud Functions
  • D Cloud Storage
Explanation Cloud AI Platform is designed for ML model training; BigQuery is for data analytics, Cloud Functions is for serverless code execution, and Cloud Storage is for file storage.
Q386

A company needs to ensure that users can only access specific BigQuery datasets based on their job function. What should they implement?

  • A IAM Roles
  • B Cloud Pub/Sub
  • C Cloud Load Balancing
  • D Stackdriver Monitoring
Explanation IAM Roles allow granular access control for BigQuery; the other options do not manage access control.
Q387

What happens when you set a Cloud Storage bucket to `public read`?

  • A Only owners can access files.
  • B Files can be accessed by anyone.
  • C Access is denied to all users.
  • D Files are deleted automatically.
Explanation Setting a bucket to `public read` allows access to anyone; the other options misrepresent access levels.
Q388

Which Google Cloud service facilitates asynchronous communication between microservices?

  • A Cloud Pub/Sub
  • B Cloud Functions
  • C Cloud Run
  • D Cloud Storage
Explanation Cloud Pub/Sub allows decoupling of services via messaging, while others serve different purposes.
Q389

A company needs to deploy a large machine learning model for real-time predictions. Which Google Cloud service should they use?

  • A AI Platform Predictions
  • B Cloud Functions
  • C Cloud Run
  • D Compute Engine
Explanation AI Platform Predictions is optimized for serving ML models, other options lack the necessary features.
Q390

What happens when you enable versioning on a Cloud Storage bucket?

  • A Old versions become unrecoverable
  • B Storage costs double immediately
  • C You can recover deleted files
  • D All previous uploads are deleted
Explanation Versioning allows recovery of deleted files; other statements misrepresent versioning behavior.