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 301–310 of 489

Q301

Which service allows batch processing of large datasets in Google Cloud?

  • A Google BigQuery
  • B Google Cloud Functions
  • C Google Kubernetes Engine
  • D Google Cloud Pub/Sub
Explanation Google BigQuery efficiently handles batch processing of large datasets, unlike the others which are not designed for this purpose.
Q302

A company needs to implement secure API access management. Which service should they use?

  • A Google Cloud IAM
  • B Google Cloud Spanner
  • C Google Cloud Storage
  • D Google Cloud Functions
Explanation Google Cloud IAM manages permissions and access for APIs effectively, while the others do not focus on access management.
Q303

You are configuring a machine learning model with Google AI Platform. What happens if you overfit the model?

  • A It improves generalization to new data.
  • B It performs worse on unseen data.
  • C It utilizes less training data.
  • D It reduces model complexity.
Explanation Overfitting leads to poor performance on unseen data as the model becomes too tailored to training data specifics.
Q304

Which service should you use for managing containerized applications?

  • A Google Kubernetes Engine
  • B Cloud Functions
  • C App Engine
  • D Cloud Run
Explanation Google Kubernetes Engine is designed for managing containers, while the others fulfill different functions.
Q305

A company needs to ensure data is accessible only to authorized users. What should they implement?

  • A IAM roles and policies
  • B Public IP addresses
  • C Static website hosting
  • D Load balancing
Explanation IAM roles and policies effectively control user access, while the others do not address authentication.
Q306

What happens when you delete a Google Cloud Storage bucket?

  • A Data is permanently lost
  • B Bucket can be restored
  • C Data is archived automatically
  • D Bucket name is reserved
Explanation Deleting a bucket results in permanent loss of data unless backups exist; restoration is not an option.
Q307

Which Google Cloud service is primarily used for managing machine learning workflows?

  • A AI Platform
  • B Compute Engine
  • C Kubernetes Engine
  • D BigQuery
Explanation AI Platform orchestrates ML workflows; others are for compute or data analysis.
Q308

A company needs to ensure its generative AI model can handle data in multiple languages. What should they primarily focus on?

  • A Data preprocessing
  • B Model architecture
  • C Training dataset diversity
  • D Evaluation metrics
Explanation A diverse training dataset supports multilingual capability; others affect specific aspects but not language handling directly.
Q309

You are configuring IAM roles for a team of developers. What happens when you assign the 'Viewer' role?

  • A They can modify resources.
  • B They can create new resources.
  • C They can view resources exclusively.
  • D They can delete existing resources.
Explanation The 'Viewer' role only allows viewing, while others permit changes or deletions.
Q310

Which service would you use for real-time data streaming?

  • A Google Cloud Pub/Sub
  • B Google Cloud Storage
  • C Google Cloud Functions
  • D Google Cloud Firestore
Explanation Google Cloud Pub/Sub is designed for real-time messaging; the others are used for storage or functions.