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 481–489 of 489

Q481

Which Google Cloud service is optimized for machine learning workload orchestration?

  • A AI Platform
  • B Cloud Functions
  • C Cloud Run
  • D Cloud Pub/Sub
Explanation AI Platform is specifically designed for ML workloads, unlike the others.
Q482

A company needs to deploy a RESTful API for their microservices using a fully managed service. Which should they use?

  • A Cloud Run
  • B Cloud Functions
  • C Compute Engine
  • D App Engine
Explanation App Engine is a fully managed platform ideal for deploying RESTful APIs.
Q483

What happens when you increase the machine type of a Google Compute Engine instance?

  • A Improves application security.
  • B Reduces latency automatically.
  • C Increases CPU and memory resources.
  • D Requires reconfiguration of your app.
Explanation Increasing machine type boosts resources; security and latency changes are not guaranteed.
Q484

Which service is best for training ML models?

  • A AI Platform
  • B BigQuery
  • C Cloud Storage
  • D Dataflow
Explanation AI Platform specializes in scalable ML training, while others focus on data processing or storage.
Q485

A company needs to manage IAM roles for 1000 users efficiently. What should they use?

  • A Pre-defined roles only
  • B Groups for role assignments
  • C Individual permissions for each
  • D Service accounts for roles
Explanation Using groups streamlines management compared to individual assignments, enhancing efficiency.
Q486

What happens when you set a resource's deletion protection to true?

  • A Resource cannot be modified
  • B Resource cannot be deleted
  • C Resource is archived
  • D Resource is replicated
Explanation Deletion protection prevents accidental deletion of the resource, but doesn't affect modifications.
Q487

Which service facilitates real-time data streaming in Google Cloud?

  • A Pub/Sub
  • B BigQuery
  • C GCS
  • D Cloud SQL
Explanation Pub/Sub is designed for real-time streaming; BigQuery is for analytics, GCS for storage, and Cloud SQL for databases.
Q488

A company needs to store sensitive customer data in a compliant manner. Which Google Cloud service is best suited for this?

  • A BigQuery
  • B Cloud KMS
  • C Cloud Functions
  • D App Engine
Explanation Cloud KMS provides key management for encryption; BigQuery is for analytics, Cloud Functions is for serverless compute, and App Engine is for app deployment.
Q489

You are configuring a model for automated responses. What happens when the input data is ambiguous?

  • A Model provides a definitive answer
  • B Model requests clarification
  • C Model outputs multiple responses
  • D Model errors out completely
Explanation Models typically generate multiple possible responses for ambiguous input; a definitive answer is rare, and requests for clarification do not usually occur in real-time implementations.