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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 401–410 of 489

Q401

A company needs to analyze real-time streaming data. Which Google Cloud service should they use?

  • A Dataflow
  • B Cloud Spanner
  • C Cloud Run
  • D Firestore
Explanation Dataflow is specifically designed for real-time data processing.
Q402

What happens when you set an AI model's confidence threshold too low during evaluation?

  • A Increased accuracy
  • B Increased false positives
  • C Decreased recall
  • D Decreased runtime
Explanation A low confidence threshold leads to more false positives, reducing the model's precision.
Q403

Which service is best for real-time data processing in Google Cloud?

  • A Cloud Pub/Sub
  • B Cloud Storage
  • C BigQuery
  • D Cloud Functions
Explanation Cloud Pub/Sub provides efficient event-driven message processing, while others serve different purposes like storage or analysis.
Q404

A company needs to ensure their AI model performs well under diverse user inputs. What is the best practice?

  • A Limit training data variety
  • B Use data augmentation techniques
  • C Reduce model complexity
  • D Increase batch size during training
Explanation Data augmentation helps expose the model to various inputs, improving its robustness, while the others may reduce performance or diversity.
Q405

You are configuring IAM policies for a project. What happens when a user is granted multiple roles?

  • A Only the highest role is applied
  • B All roles are aggregated together
  • C Roles are ignored if conflicting
  • D Roles operate independently of each other
Explanation Multiple IAM roles grant cumulative permissions, allowing combined access rights for the user.
Q406

Which service is specifically designed for building chatbots?

  • A Dialogflow
  • B Cloud Run
  • C Firestore
  • D Compute Engine
Explanation Dialogflow is tailored for chatbots; the others are general services.
Q407

A company needs to analyze large datasets quickly. Which Google Cloud service should they use?

  • A Cloud Functions
  • B BigQuery
  • C Cloud Storage
  • D App Engine
Explanation BigQuery is optimized for rapid data analysis; others do not focus on this.
Q408

You are configuring a generative AI model. What happens when you provide it with biased training data?

  • A It improves accuracy
  • B It reduces variability
  • C It replicates biases
  • D It enhances model fairness
Explanation Providing biased training data causes the model to replicate those biases; the others incorrectly suggest positive outcomes.
Q409

Which Google Cloud service automatically scales applications?

  • A Cloud Functions
  • B Cloud Storage
  • C Cloud CDN
  • D Cloud SQL
Explanation Cloud Functions allows automatic scaling based on events; others do not automatically scale applications.
Q410

A company needs to analyze large datasets for patterns. What is the best Google Cloud tool?

  • A Cloud Spanner
  • B BigQuery
  • C Cloud Datastore
  • D Cloud Firestore
Explanation BigQuery is optimized for analytics on large datasets, while others are more suited for transactional data.