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 331–340 of 495

Q331

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

  • A Cloud Pub/Sub
  • B BigQuery
  • C Cloud Storage
  • D AI Platform
Explanation Cloud Pub/Sub facilitates real-time messaging, while others are for analysis or storage.
Q332

A company needs to deploy a machine learning model that must process streaming data from IoT devices. What Google Cloud service should they use?

  • A AI Platform
  • B Dataflow
  • C Cloud Storage
  • D Cloud Functions
Explanation Dataflow is designed for stream processing, whereas others are for batch or non-streaming tasks.
Q333

You are configuring AutoML for image classification. Which of the following is NOT a requirement for your images?

  • A Labeled images
  • B Diverse backgrounds
  • C Consistent image format
  • D High resolution uniformly
Explanation Diverse backgrounds help with generalization but are not a strict requirement.
Q334

Which service can you use for automated model tuning in Google Cloud?

  • A AI Platform
  • B Cloud Functions
  • C BigQuery
  • D Cloud Dataproc
Explanation AI Platform offers hyperparameter tuning capabilities, unlike the other services listed.
Q335

A company needs to deploy a machine learning model with low latency for real-time predictions. Which solution should they choose?

  • A Batch Prediction
  • B Online Prediction
  • C Dataflow
  • D Cloud Pub/Sub
Explanation Online Prediction is designed for low-latency scenarios, while Batch Prediction is not.
Q336

What happens when you set a Google BigQuery job to 'dry run' mode?

  • A Job runs without charges.
  • B Job retrieves only metadata.
  • C Job runs with actual charges.
  • D Job never executes.
Explanation A dry run allows testing without incurring costs, vs. retrieving metadata or never executing.
Q337

Which service would you use for large-scale batch processing?

  • A Dataflow
  • B Cloud Run
  • C Firestore
  • D Compute Engine
Explanation Dataflow is specifically designed for large-scale data processing tasks, while the others serve different functions.
Q338

A company needs to deploy a machine learning model with automatic scaling. Which service should they choose?

  • A Cloud Functions
  • B Cloud AI Platform
  • C Kubernetes Engine
  • D App Engine
Explanation Cloud AI Platform allows for easy deployment with scalability tailored for ML models, unlike other options that are not optimized for such tasks.
Q339

You are configuring a virtual machine with a public IP address on Google Cloud. What happens when the VM is stopped?

  • A IP address is retained
  • B IP address is released
  • C New IP is assigned
  • D IP remains but inactive
Explanation When the VM is stopped, the public IP is released unless it's a static IP.
Q340

Which Google Cloud service is optimal for building data warehousing solutions?

  • A BigQuery
  • B Cloud Functions
  • C Cloud Storage
  • D Compute Engine
Explanation BigQuery is designed for analytics and data warehousing, while others serve different purposes.