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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 231–240 of 489

Q231

You are configuring an auto-scaling policy for a cluster. What happens when the CPU utilization drops below the target threshold?

  • A Nodes are added to the cluster
  • B Nodes are removed from the cluster
  • C CPU remains steady
  • D Cluster stops responding
Explanation Auto-scaling removes nodes to reduce costs when utilization is low, while others describe incorrect behavior.
Q232

A data scientist uses a Generative AI model for image synthesis. Which Google Cloud service can facilitate training of this large model efficiently?

  • A AI Platform
  • B Cloud Functions
  • C Firestore
  • D Cloud Pub/Sub
Explanation AI Platform is designed for training models, while others focus on different use cases like message handling or real-time databases.
Q233

You are configuring access controls for a sensitive dataset in Google Cloud Storage. What principle should you apply to enhance security?

  • A Least Privilege
  • B Full Access
  • C Public Access
  • D Role Inheritance
Explanation The Least Privilege principle restricts access and enhances security, unlike the other options which could lead to excessive permissions.
Q234

What happens when a Cloud Function reaches its timeout limit?

  • A Function continues to execute.
  • B Function is forcefully terminated.
  • C Function retries automatically.
  • D Function saves partial output.
Explanation The function is forcefully terminated at the timeout limit, ensuring that it does not run indefinitely.
Q235

Which Google Cloud service is best for running serverless applications?

  • A Cloud Functions
  • B Compute Engine
  • C App Engine
  • D Cloud Run
Explanation Cloud Run is designed for serverless containerized applications, while the others serve different purposes.
Q236

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

  • A Cloud Pub/Sub
  • B Cloud Storage
  • C BigQuery
  • D Cloud Functions
Explanation Cloud Pub/Sub is specifically built for handling real-time data streams, while the others are for batch and storage processes.
Q237

What happens when you set a resource's IAM policy to deny access to a particular role?

  • A Access is granted to all users
  • B Access is overridden by other policies
  • C Resource access is always denied
  • D It selectively denies some users
Explanation A deny policy completely denies access regardless of other settings, making all access attempts fail.
Q238

Which service is best for deploying ML models?

  • A Vertex AI
  • B Cloud Functions
  • C Cloud Run
  • D App Engine
Explanation Vertex AI is specifically designed for ML model deployment, while the others are for general application hosting.
Q239

A company needs to analyze large datasets in real-time. Which Google Cloud tool should they prioritize?

  • A BigQuery
  • B Cloud Pub/Sub
  • C Dataflow
  • D Cloud Storage
Explanation Dataflow is optimized for real-time data processing, unlike the others which serve different purposes.
Q240

What happens when you attempt to delete an active VM instance in Compute Engine?

  • A Deallocation only
  • B Deletion is blocked
  • C Instance is deleted immediately
  • D All data is backed up
Explanation Active VMs cannot be deleted without stopping them first, protecting ongoing operations.