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 451–460 of 489

Q451

Which service is mainly used for large-scale data processing in Google Cloud?

  • A BigQuery
  • B Cloud Functions
  • C Cloud Pub/Sub
  • D Cloud SQL
Explanation BigQuery is designed for analyzing big data, while the others serve different purposes.
Q452

A company needs to implement serverless functionality for event-driven applications. Which Google Cloud service should they choose?

  • A Cloud Run
  • B Compute Engine
  • C App Engine
  • D Cloud Spanner
Explanation Cloud Run allows for serverless execution of containers, unlike other services listed.
Q453

What happens when you set a Cloud IAM policy with a deny rule?

  • A It overrides allow rules
  • B It has no effect
  • C Only impacts logged-in users
  • D Deny rules can be overridden
Explanation Deny rules take precedence over allow rules in IAM policies, impacting access effectively.
Q454

Which service helps in training ML models efficiently?

  • A AI Platform
  • B Cloud Storage
  • C Compute Engine
  • D BigQuery
Explanation AI Platform is designed for machine learning workflows, while the others are not specifically focused on training models.
Q455

A company needs to analyze large datasets in real-time. Which service should they choose?

  • A Cloud Pub/Sub
  • B Cloud Functions
  • C Cloud SQL
  • D Cloud Storage
Explanation Cloud Pub/Sub is ideal for real-time messaging and data analysis, unlike the others which do not handle real-time data streams effectively.
Q456

You are configuring VPC Peering for two projects. What happens if their IP ranges overlap?

  • A Peering will succeed with warnings
  • B Peering will successfully create without issues
  • C Peering will be blocked and fail
  • D Peering will create temporary conflicts
Explanation Overlapping IP ranges cause VPC Peering to fail, ensuring no routing conflicts can occur.
Q457

Which service allows you to run large-scale machine learning models with no configuration required?

  • A Vertex AI
  • B Cloud Functions
  • C BigQuery ML
  • D App Engine
Explanation Vertex AI provides an easy-to-use interface for deploying and managing ML models without deep configuration.
Q458

A company needs to store large datasets with varying shapes and sizes for its AI models. Which storage solution is most effective for this?

  • A Cloud Firestore
  • B Cloud SQL
  • C Cloud Storage
  • D Bigtable
Explanation Cloud Storage is designed for unstructured data, allowing flexible storage of varying dataset types.
Q459

What happens when you apply a machine learning model to data that is not representative of the training data?

  • A Results will be accurate.
  • B Model performs optimally.
  • C Results may be biased or inaccurate.
  • D Model evaluates the data correctly.
Explanation The model's performance degrades with data not similar to its training dataset, leading to biases.
Q460

Which Google Cloud service is best for deploying machine learning models?

  • A AI Platform
  • B BigQuery
  • C Cloud Functions
  • D Cloud Storage
Explanation AI Platform is specifically designed for ML model deployment; the others serve different primary functions.