Google Cloud

Google Cloud Certified – Professional Machine Learning Engineer

PR000269
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Validate your skills as a Professional Machine Learning Engineer with exam code PR000269 in Google Cloud.

495 questions 0 views Free
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Questions 451–460 of 495

Q451

Which service is best for managing data pipelines?

  • A Cloud Dataflow
  • B Cloud Functions
  • C BigQuery
  • D Cloud Storage
Explanation Cloud Dataflow is designed for data pipelines, while others serve different purposes.
Q452

A company needs to classify images for a product catalog. Which approach should they take?

  • A Use a pre-trained model
  • B Manual classification by users
  • C Use only basic image processing
  • D Implement video recognition algorithms
Explanation Using a pre-trained model streamlines image classification efficiently compared to manual methods.
Q453

What happens when you set a service account's role to Viewer?

  • A Read-only access to resources
  • B Full control over all resources
  • C Cannot view logs or metrics
  • D Access to only public buckets
Explanation Viewer role grants read-only access, while others misinterpret permissions.
Q454

Which service is best for training large ML models on Google Cloud?

  • A AI Platform Training
  • B Cloud Functions
  • C BigQuery
  • D Firebase ML
Explanation AI Platform Training is optimized for ML model training, while the others serve different purposes.
Q455

You are configuring a recommendation system using Google Cloud. Which dataset is most crucial for ensuring accurate recommendations?

  • A User interaction logs
  • B System performance metrics
  • C Network latency logs
  • D Application server logs
Explanation User interaction logs provide the essential data needed for effective content recommendations.
Q456

What happens when you set a machine type with an insufficient quota in Google Cloud?

  • A The instance launches with limited resources
  • B The instance fails to launch
  • C Quota is automatically increased
  • D Instance runs in a different region
Explanation An insufficient quota prevents the instance from launching successfully.
Q457

Which Google Cloud service is optimized for transient workloads?

  • A Google Cloud Functions
  • B Google Compute Engine
  • C Google Kubernetes Engine
  • D Google Cloud Run
Explanation Cloud Run is designed for running containerized applications with auto-scaling for burst workloads, while the others do not provide this functionality specifically.
Q458

A company needs to perform batch processing on large datasets. Which service would be most suitable?

  • A Google BigQuery
  • B Google Cloud Functions
  • C Google Dataflow
  • D Google App Engine
Explanation Google Dataflow is specifically built for batch and stream data processing, unlike the other options that serve different purposes.
Q459

You are configuring a machine learning model on Google Cloud AutoML. What happens when you select a higher number of training hours?

  • A Longer training time, potentially better accuracy
  • B Instant model creation without training
  • C No change in model performance
  • D Increased cost with no benefit
Explanation More training hours allow models to better fit the data, potentially enhancing accuracy, while the other options do not reflect how AutoML operates.
Q460

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

  • A BigQuery
  • B Cloud Functions
  • C Cloud Pub/Sub
  • D Cloud Run
Explanation BigQuery is designed for large-scale data analytics, while others serve different purposes.