Google Cloud

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 331–340 of 489

Q331

Which service allows you to create custom machine learning models?

  • A Vertex AI
  • B BigQuery
  • C Cloud Storage
  • D Dataflow
Explanation Vertex AI is designed for building custom ML models, while the others serve different purposes.
Q332

A company needs to process real-time data streams. Which Google Cloud service should they use?

  • A Cloud Functions
  • B Pub/Sub
  • C Cloud Run
  • D Cloud Spanner
Explanation Pub/Sub is specifically built for handling real-time data ingestion, unlike the other services listed.
Q333

You are configuring IAM roles. What happens if you assign multiple roles to a user?

  • A Conflicting roles cause errors
  • B All permissions are combined
  • C Only the last role is applied
  • D Roles areO ignored
Explanation Multiple IAM roles allow a user to inherit a combination of permissions, maximizing their access effectively.
Q334

Which service is best for training machine learning models with large datasets on GCP?

  • A BigQuery
  • B Google Cloud Storage
  • C AI Platform
  • D Cloud Functions
Explanation AI Platform is specifically designed for training and serving ML models, while the others are not focused on ML training.
Q335

A company needs to securely share data between their applications and developers. What would be the best practice?

  • A Use public URLs for data access
  • B Implement service accounts with IAM roles
  • C Use hard-coded credentials
  • D Configure FTP for file transfer
Explanation Service accounts with IAM provide controlled access to resources, whereas the others lack security.
Q336

What happens when you configure an autoscaling group with a minimum of 3 instances and a maximum of 5?

  • A Always runs exactly 5 instances
  • B Runs between 3 and 5 instances
  • C No instances will run
  • D Scales down to 1 instance only
Explanation The autoscaling group maintains between the configured minimum and maximum instances based on load.
Q337

Which Google Cloud service is used for creating and managing machine learning models?

  • A AI Platform
  • B Cloud Functions
  • C BigQuery
  • D Compute Engine
Explanation AI Platform is designed specifically for machine learning, while others are for general computing tasks.
Q338

A company needs to securely manage sensitive user data in their application. What should they primarily utilize?

  • A Cloud Storage with signed URLs
  • B Cloud IAM for access control
  • C Cloud Run for container management
  • D Cloud Functions for event handling
Explanation Cloud IAM manages who can access data securely, while others focus on data storage or application execution.
Q339

You are configuring a Vertex AI model for predictions. What will happen if the input data schema is inconsistent with the trained model?

  • A Prediction will succeed with adjustments
  • B Prediction will fail with error
  • C Model will auto-correct itself
  • D Performance may degrade temporarily
Explanation Inconsistent input data will cause the prediction request to fail, preventing erroneous outputs.
Q340

Which service provides scalable AI training capabilities?

  • A AI Platform
  • B BigQuery
  • C Cloud Functions
  • D App Engine
Explanation AI Platform is specifically designed for scalable AI training, while the others serve different primary functions.