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 141–150 of 489

Q141

What happens when a user exceeds their Google Cloud quota?

  • A All services shut down
  • B No further requests processed
  • C Services downgraded to free tier
  • D Request automatically approved
Explanation When quota limits are exceeded, requests are rejected until they are within limits, whereas other options do not accurately describe quota behavior.
Q142

Which service is best for real-time data processing?

  • A Cloud Dataflow
  • B BigQuery
  • C Cloud Storage
  • D Cloud Functions
Explanation Cloud Dataflow is designed for real-time data processing, while others serve different data functions.
Q143

A company wants to store sensitive customer data. What should it implement first?

  • A Perform regular data backups
  • B Enable IAM roles and policies
  • C Activate Cloud Audit Logs
  • D Use VPC for traffic isolation
Explanation Enabling IAM roles and policies secures access to sensitive data, while other options focus on data handling and infrastructure.
Q144

What happens when you exceed the API rate limit in Google Cloud?

  • A Requests are queued until processed
  • B New requests are rejected until reset
  • C You receive more API quota automatically
  • D There are no consequences
Explanation Exceeding the API rate limit results in rejected requests, while other options wrongly assume different handling of excess requests.
Q145

Which Google Cloud service automates machine learning model tuning?

  • A AutoML
  • B BigQuery
  • C Cloud Storage
  • D Dataflow
Explanation AutoML automates the model tuning process, while others do not focus on that.
Q146

A company needs to securely manage service accounts. Which IAM feature should they implement?

  • A Policies
  • B Audit logs
  • C Roles
  • D Service accounts
Explanation Roles assign permissions to service accounts, which manage access effectively, while policies and logs do not provide direct management.
Q147

You are configuring a Cloud Function to respond to HTTP requests. What happens when it times out?

  • A It restarts automatically
  • B No response is sent
  • C A 404 error is returned
  • D It logs an error message
Explanation If a Cloud Function times out, it does not send a response, in contrast to restarting or logging errors.
Q148

Which service provides pre-trained models for NLP tasks?

  • A Vertex AI
  • B Cloud Functions
  • C BigQuery
  • D Cloud Storage
Explanation Vertex AI offers pre-trained models for various AI tasks, while the other services do not focus on this.
Q149

A company needs to analyze large datasets quickly without managing infrastructure. What should they use?

  • A Cloud Functions
  • B Cloud Run
  • C BigQuery
  • D Compute Engine
Explanation BigQuery is designed for fast data analytics without infrastructure management, unlike the others which require more setup.
Q150

You are configuring IAM roles for a service account. What is the most secure practice?

  • A Assign all roles to the account
  • B Apply the principle of least privilege
  • C Use default roles only
  • D Grant owner role to the admin
Explanation The principle of least privilege minimizes permissions, enhancing security compared to the other options.