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 481–490 of 495

Q481

Which service is best for managing machine learning workflows?

  • A Dataflow
  • B AI Platform
  • C Cloud Functions
  • D Cloud Storage
Explanation AI Platform is specifically designed for ML workflows, while others serve different purposes.
Q482

A company needs to analyze unstructured data at scale; which Google Cloud service should they use?

  • A BigQuery
  • B Cloud Pub/Sub
  • C Dataproc
  • D Cloud Firestore
Explanation BigQuery is tailored for large-scale data analysis, unlike the others which serve different functions.
Q483

You are configuring model training in Vertex AI; what happens if you set 'early stopping'?

  • A Improves model accuracy
  • B Stops training early if overfitting
  • C Increases training duration
  • D Optimizes data pre-processing
Explanation 'Early stopping' halts training when the model's performance degrades, aiding in overfitting prevention.
Q484

Which service is primarily used for managing machine learning models in Google Cloud?

  • A Cloud AI Platform
  • B BigQuery
  • C Cloud Spanner
  • D Cloud Compute Engine
Explanation Cloud AI Platform is specifically designed for managing ML models, while the others serve different purposes.
Q485

A company needs to build an automated workflow for image classification. Which Google Cloud service should they primarily consider?

  • A Cloud Functions
  • B Cloud Run
  • C Cloud Vision API
  • D Dataproc
Explanation Cloud Vision API is specifically designed for image classification tasks, whereas the others are for different processing needs.
Q486

What happens when a Cloud SQL instance reaches its maximum storage?

  • A Automatic scaling of resources
  • B Inserts fail with error
  • C Database switches to read-only
  • D Database gets automatically deleted
Explanation When the maximum storage limit is reached, inserts will fail, while the other options do not occur automatically.
Q487

Which service is best for deploying containers?

  • A Cloud Run
  • B Cloud Functions
  • C App Engine
  • D Compute Engine
Explanation Cloud Run is specifically designed for containers, while others serve different use cases.
Q488

A company needs to store and analyze large datasets. Which storage option is most suitable?

  • A Cloud SQL
  • B BigQuery
  • C Cloud Storage
  • D Firestore
Explanation BigQuery is optimized for analytics on large datasets; others serve different purposes.
Q489

What happens when you exceed your quota in Google Cloud?

  • A Service is immediately terminated
  • B Requests are denied until quota resets
  • C All services are charged extra fees
  • D Performance degrades significantly
Explanation Exceeding your quota means additional requests are denied until reset, unlike the other options.
Q490

Which service is best for real-time streaming data processing?

  • A Cloud Functions
  • B Cloud Pub/Sub
  • C Cloud Storage
  • D BigQuery
Explanation Cloud Pub/Sub is designed for real-time streaming, while others have different use cases.