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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
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Questions 131–140 of 489

Q131

A company needs to reduce latency for its global applications. Which Google Cloud service should it implement?

  • A Cloud CDN
  • B Cloud Storage
  • C BigQuery
  • D Cloud Functions
Explanation Cloud CDN caches content at global edge locations to reduce latency, while the other services do not specifically address latency for global applications.
Q132

You are configuring IAM roles for a project. What happens if a user has both 'Viewer' and 'Editor' roles?

  • A User is granted 'Editor' access
  • B User is denied all access
  • C User has no roles assigned
  • D User can only view metadata
Explanation IAM roles are cumulative, so the user retains the higher 'Editor' permissions.
Q133

Which machine learning model is best for predicting categorical outcomes?

  • A Logistic Regression
  • B Linear Regression
  • C K-Means Clustering
  • D Principal Component Analysis
Explanation Logistic Regression is designed for categorical outcomes; others are suited for different tasks.
Q134

A company needs to store and retrieve large volumes of unstructured data. Which Google Cloud service should they use?

  • A Cloud SQL
  • B Cloud Spanner
  • C Cloud Storage
  • D BigQuery
Explanation Cloud Storage is optimized for unstructured data storage, unlike the others which serve different data types.
Q135

You are configuring IAM roles for a project. What happens if the user has multiple conflicting roles?

  • A The most permissive role applies
  • B A random role applies
  • C The least permissive role applies
  • D Access is denied completely
Explanation When multiple roles exist, the most permissive effectively governs access.
Q136

Which service is primarily used for building chatbots on Google Cloud?

  • A Dialogflow
  • B Cloud Functions
  • C Cloud Run
  • D BigQuery
Explanation Dialogflow is specifically designed for creating conversational interfaces, while the others serve different purposes.
Q137

A company needs to efficiently analyze large datasets for real-time insights. Which Google Cloud service should they use?

  • A Dataflow
  • B Storage
  • C Cloud Functions
  • D IAM
Explanation Dataflow is optimized for processing large datasets in real-time, unlike the other options which are for storage or function execution.
Q138

You are configuring a machine learning model and need to avoid overfitting. Which approach would be best?

  • A Add more training data
  • B Reduce training epochs
  • C Simplify the model
  • D Increase feature complexity
Explanation Adding more training data helps improve generalization, while the others may not effectively address overfitting.
Q139

Which Google Cloud service is designed for batch processing of data?

  • A Dataflow
  • B Dataproc
  • C BigQuery
  • D Cloud Run
Explanation Dataproc specializes in batch processing using Apache Spark; others do not specifically target batch workloads.
Q140

A company needs to deploy a model that adds intelligent responses to customer messages. Which platform would best suit this need?

  • A Cloud Run
  • B Vertex AI
  • C AI Platform
  • D Cloud Functions
Explanation Vertex AI is specifically built for ML models, while the others serve different functions or have broader scopes.