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 471–480 of 489

Q471

A company needs to analyze large datasets in real time. What should they use?

  • A Batch processing pipelines
  • B BigQuery with streaming inserts
  • C Cloud Functions for data processing
  • D Cloud Storage for archival data
Explanation BigQuery supports real-time analytics with streaming inserts, unlike the others which are not optimized for real-time analysis.
Q472

Which service is best for automating model training in GCP?

  • A Vertex AI
  • B BigQuery
  • C Cloud Functions
  • D App Engine
Explanation Vertex AI specializes in automating ML processes, while others serve different purposes.
Q473

A financial services company needs to ensure sensitive customer data is encrypted at rest. Which GCP service can achieve this?

  • A Cloud KMS
  • B Cloud Pub/Sub
  • C Cloud Storage
  • D Cloud Functions
Explanation Cloud KMS provides cryptographic key management for data encryption, whereas others do not focus on encryption functions.
Q474

What happens when you set the `max_tokens` parameter to zero in a Generative AI API request?

  • A The model outputs no text.
  • B An error is raised.
  • C The model returns default text.
  • D The request is ignored.
Explanation Setting `max_tokens` to zero results in no tokens generated, while the other options suggest incorrect behaviors.
Q475

Which service is ideal for building conversational agents in Google Cloud?

  • A Dialogflow
  • B BigQuery
  • C Vertex AI
  • D Compute Engine
Explanation Dialogflow is specifically designed for building conversational agents, while others serve different purposes.
Q476

A company needs to analyze large datasets quickly. What service should they use?

  • A Cloud Storage
  • B Dataflow
  • C Cloud Functions
  • D App Engine
Explanation Dataflow is designed for processing and analyzing large datasets in real-time.
Q477

You are configuring IAM roles for a new project. What happens if a user has multiple roles with conflicting permissions?

  • A All permissions are denied.
  • B Least restrictive privileges apply.
  • C Conflicting permissions cancel out.
  • D Permissions depend on the last role.
Explanation In IAM, the least restrictive privileges apply to a user with multiple roles, granting wider access.
Q478

Which service can optimize machine learning workflows using managed training?

  • A Vertex AI
  • B Cloud Functions
  • C Cloud Pub/Sub
  • D BigQuery
Explanation Vertex AI is specifically designed for managing ML workflows, while the others focus on different functionalities.
Q479

A company needs to expose a RESTful API securely. What should they use?

  • A Cloud Run with IAM
  • B Cloud Storage with CORS
  • C Compute Engine with no security
  • D Static hosting with a free service
Explanation Cloud Run with IAM ensures secure API access, unlike other options that lack an appropriate security mechanism.
Q480

What happens when you exceed the quota limits in Google Cloud?

  • A Resources are throttled
  • B All services cease instantly
  • C Usage continues without changes
  • D Quota refreshes automatically
Explanation Exceeding quotas typically results in resource throttling to prevent overload, while other options are incorrect as they misrepresent quota behavior.