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 61–70 of 495

Q61

Which Google Cloud service is designed for event-driven computing?

  • A Cloud Functions
  • B Cloud Storage
  • C Cloud Run
  • D Compute Engine
Explanation Cloud Functions enables event-driven execution, while others are not focused on events.
Q62

A company needs to deploy a machine learning model that requires auto-scaling and an HTTP endpoint. Which service should they use?

  • A Cloud AI Platform
  • B Dataproc
  • C Cloud Functions
  • D App Engine
Explanation Cloud AI Platform allows model deployment with auto-scaling and HTTP endpoints.
Q63

What happens when you set a Google Cloud IAM policy to 'deny' for a specific user?

  • A User gains permissions.
  • B User loses all permissions.
  • C Only specific permissions are denied.
  • D Policy has no effect.
Explanation A 'deny' explicitly restricts only the specified permissions.
Q64

Which service best integrates ETA with data pipelines?

  • A Cloud Dataflow
  • B Cloud Functions
  • C BigQuery
  • D Cloud Run
Explanation Cloud Dataflow processes streams of ETA data efficiently while integrating with pipelines, others are less suited for real-time data processing.
Q65

A company needs to secure sensitive ML model APIs. Which Google Cloud service should it use?

  • A Cloud Armor
  • B AI Platform
  • C Cloud Identity
  • D Secrets Manager
Explanation Secrets Manager securely stores and manages sensitive information like API keys, while the others focus more on protection against threats or identity management.
Q66

You are configuring AutoML for a classification task. What do you need to provide as input?

  • A Only labeled training data
  • B Labeled and unlabeled data
  • C Just unlabeled data
  • D Preprocessed feature vectors
Explanation Only labeled training data is required for classification tasks in AutoML; unlabeled or preprocessed features won't suffice.
Q67

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

  • A Cloud Dataflow
  • B Cloud Storage
  • C BigQuery
  • D Cloud Pub/Sub
Explanation Cloud Dataflow is designed for real-time data processing, whereas the others serve different purposes such as storage or batch processing.
Q68

A company needs to securely store sensitive customer data. Which storage class should they choose?

  • A Standard Storage
  • B Nearline Storage
  • C Coldline Storage
  • D Regional Storage
Explanation Regional Storage provides high availability and low-latency access necessary for sensitive data.
Q69

You are configuring a machine learning model on AI Platform. What happens when you set a lower batch size?

  • A Faster training time
  • B Higher memory consumption
  • C Increased gradient noise
  • D Reduced training iterations
Explanation A lower batch size can introduce more gradient noise and instability during training compared to a larger batch size.
Q70

Which Google Cloud service is best for building machine learning models at scale?

  • A Vertex AI
  • B Google BigQuery
  • C Cloud Functions
  • D Cloud Pub/Sub
Explanation Vertex AI is specifically designed for ML, while others serve different purposes.