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 461–470 of 495

Q461

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

  • A App Engine
  • B Cloud Functions
  • C Vertex AI Serving
  • D Cloud Run
Explanation Vertex AI Serving is optimized for low-latency ML model inference, unlike the others which focus on different kinds of application hosting.
Q462

What happens when you disable an IAM service account?

  • A All permissions are lost immediately
  • B Only some roles are disabled
  • C The service account remains functional
  • D Deny access to all resources
Explanation Disabling a service account revokes access to all resources, while others misstate the implications.
Q463

Which Google Cloud service would be best for building a real-time recommendation system?

  • A BigQuery
  • B Cloud Run
  • C AI Platform
  • D Cloud Storage
Explanation AI Platform is designed for building machine learning models, ideal for recommendations while others serve different core functions.
Q464

A company needs to analyze streaming data from IoT devices in real-time. Which GCP service should they use?

  • A Dataflow
  • B Cloud SQL
  • C Bigtable
  • D Cloud Functions
Explanation Dataflow is designed for real-time data processing, unlike others that are not primarily for streaming data.
Q465

What happens when a VM instance is stopped in Google Cloud?

  • A It retains its public IP
  • B It loses all data
  • C Charges continue for storage
  • D It retains the attached disk
Explanation Stopped VMs retain attached disks, but lose the ephemeral IP address and are not charged for the VM, only storage.
Q466

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

  • A Dataflow
  • B BigQuery
  • C Cloud Storage
  • D Cloud Functions
Explanation Dataflow is designed for real-time data processing, while others are not.
Q467

A company needs a scalable machine learning solution for image classification. Which approach is most suitable?

  • A Custom model training on GCE
  • B Using AutoML Vision
  • C TensorFlow on-premise
  • D Cloud Functions with a static model
Explanation AutoML Vision automates the ML process efficiently, unlike the others.
Q468

You are configuring a service account for an application running on Google Kubernetes Engine. What happens if you assign it Editor role?

  • A Full access to all project resources
  • B No permissions at all
  • C Limited access to compute resources
  • D Read-only access to storage
Explanation The Editor role grants full access to manage resources, unlike the other options.
Q469

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

  • A BigQuery
  • B Cloud Functions
  • C App Engine
  • D Cloud Storage
Explanation BigQuery is designed for data analysis, while others are not optimized for large-scale processing.
Q470

A company needs real-time analytics on streaming data. Which tool should they use?

  • A Dataflow
  • B Dataproc
  • C BigQuery
  • D Cloud Spanner
Explanation Dataflow supports real-time processing, whereas the others do not primarily serve that purpose.