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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 51–60 of 489

Q51

What happens when you deploy an AI model with auto-scaling on Google Cloud AI Platform?

  • A Resources scale based on traffic.
  • B Model performs worse under load.
  • C Traffic is automatically redirected.
  • D Costs double during peak usage.
Explanation Auto-scaling dynamically adjusts resources to match workload, improving performance.
Q52

Which service provides scalable machine learning models?

  • A Google Cloud AI Platform
  • B Google BigQuery
  • C Google Cloud Storage
  • D Google Compute Engine
Explanation Google Cloud AI Platform specializes in ML, while others focus on data handling or processing.
Q53

A company needs to analyze large datasets efficiently. Which service would best suit this requirement?

  • A Google Cloud Functions
  • B Google Dataproc
  • C Google App Engine
  • D Google Cloud Pub/Sub
Explanation Google Dataproc allows for Hadoop and Spark to analyze large datasets, unlike the others.
Q54

You are configuring a service account in IAM. What happens if you do not grant it any roles?

  • A Account will have full access
  • B Account will have no access
  • C Account will have limited access
  • D Account will inherit roles from users
Explanation Without roles, a service account has no permissions at all.
Q55

Which service is best for image analysis?

  • A Cloud Vision API
  • B Cloud Storage
  • C Cloud Functions
  • D BigQuery
Explanation Cloud Vision API specializes in analyzing images, while others are for storage or data processing.
Q56

A company needs real-time translations for their customer support chat. Which GCP service is most suitable?

  • A Cloud Translation API
  • B Dialogflow
  • C Natural Language API
  • D Speech-to-Text
Explanation Cloud Translation API provides real-time text translations, while others focus on different conversational or textual tasks.
Q57

You are configuring AutoML for text classification. What must you specify first?

  • A The project ID
  • B The dataset schema
  • C The training duration
  • D The number of classes
Explanation The dataset schema defines the structure for learning, while others are less critical at the initial setup.
Q58

Which service in Google Cloud provides machine learning capabilities without requiring extensive coding?

  • A AutoML
  • B BigQuery
  • C Cloud Functions
  • D App Engine
Explanation AutoML allows users to create models with minimal coding, while others do not focus on ML.
Q59

A company needs to deploy a Machine Learning model with low latency for real-time predictions. Which Google service is best suited for this requirement?

  • A Cloud Functions
  • B Vertex AI
  • C Cloud Run
  • D Dataflow
Explanation Vertex AI is specifically designed for deploying ML models reliably and efficiently.
Q60

You are configuring IAM policies for team members in your Google Cloud project. What happens if a member has both an inherited role and a direct role?

  • A Inherited role overrides direct role
  • B Direct role overrides inherited role
  • C Both roles are equally applied
  • D Neither role is considered
Explanation Direct roles usually take precedence over inherited ones in IAM policy evaluations.