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
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Questions 351–360 of 489

Q351

What happens when a Google Cloud Pub/Sub topic has no subscribers?

  • A Messages are deleted immediately.
  • B Messages are stored indefinitely.
  • C Messages are queued indefinitely.
  • D Messages are sent to BigQuery.
Explanation Messages remain queued until they expire or a subscriber exists, rather than being deleted or sent elsewhere.
Q352

Which Google Cloud service automates machine learning model training?

  • A AI Platform
  • B BigQuery
  • C Cloud Functions
  • D Cloud Storage
Explanation AI Platform is specifically designed for automating model training, while the others serve different purposes.
Q353

A company needs to securely store sensitive customer data. Which Google Cloud service should they use?

  • A Cloud Datastore
  • B Cloud Firestore
  • C Cloud Storage with encryption
  • D Bigtable
Explanation Cloud Storage with encryption provides the necessary security for sensitive data, unlike other options that do not focus primarily on data security.
Q354

You are configuring a new IAM role on GCP. What happens when you assign this role at the organization level?

  • A Inactive for all resources
  • B Applicable only to projects
  • C Inherited by all child resources
  • D Exclusive to organization admin
Explanation Roles assigned at the organization level are inherited by all child resources, while other options misinterpret inheritance rules.
Q355

Which service provides a managed environment for building ML models?

  • A AI Platform
  • B Cloud CDN
  • C BigQuery
  • D Cloud Functions
Explanation AI Platform is specifically designed for machine learning tasks, while the other services serve different purposes.
Q356

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

  • A BigQuery
  • B Pub/Sub
  • C Cloud Storage
  • D Dataflow
Explanation Dataflow is designed for real-time data processing, while the others focus on storage or static analysis.
Q357

You are configuring IAM roles. What happens if a user has conflicting permissions?

  • A Denied access always
  • B Access will be granted
  • C Access denied for all actions
  • D Role with highest permissions wins
Explanation In IAM, conflicting permissions are resolved in favor of granting access.
Q358

Which service allows real-time message streaming in Google Cloud?

  • A Cloud Pub/Sub
  • B Cloud Functions
  • C Cloud Storage
  • D BigQuery
Explanation Cloud Pub/Sub facilitates real-time messaging, while the others serve different purposes.
Q359

A finance company is deploying a new Generative AI model for customer service inquiries. What key aspect should be prioritized for data compliance?

  • A Customization of response styles
  • B Regulatory data privacy adherence
  • C Response speed optimization
  • D User interface aesthetics
Explanation Data privacy compliance is essential in finance, unlike the other options.
Q360

You are configuring a Generative AI application and need a model that can adapt to user-specific contexts over time. What consideration should be made?

  • A Batch processing capabilities
  • B Model retraining mechanisms
  • C Optimizing GPU usage only
  • D Minimizing data input requirements
Explanation Model retraining is crucial for adaptation, whereas the others do not address this need effectively.