Google Cloud

Google Cloud Certified – Generative AI Leader

PR000309
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Become a certified Generative AI Leader with exam code PR000309 to enhance your AI skills in Google Cloud.

489 questions 0 views Free
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Questions 11–20 of 489

Q11

A company needs a scalable solution for processing real-time data streams. Which Google Cloud service should they use?

  • A Cloud Pub/Sub
  • B BigQuery
  • C Cloud Storage
  • D Compute Engine
Explanation Cloud Pub/Sub is designed for real-time messaging and stream processing, serving thriving data flow, unlike the other services listed.
Q12

What happens when you enable VPC Flow Logs in a GCP project?

  • A Tracks data egress only
  • B Provides log for inbound/outbound traffic
  • C Enables firewall rule modification
  • D Increases network latency
Explanation VPC Flow Logs capture logs of all inbound and outbound traffic, unlike the other options which are incorrect.
Q13

Which service allows you to deploy generative AI models on GCP?

  • A Vertex AI
  • B Cloud Functions
  • C BigQuery
  • D App Engine
Explanation Vertex AI is specifically designed for machine learning and deploying models, while others serve different functions.
Q14

A company needs real-time anomaly detection for its data streams. Which GCP service is best suited for this?

  • A Cloud Pub/Sub
  • B Cloud Dataflow
  • C BigQuery ML
  • D Data Loss Prevention
Explanation Cloud Dataflow processes streaming data in real-time, while others do not focus on real-time analysis of data streams.
Q15

What happens when you enable versioning on a Google Cloud Storage bucket?

  • A Previous versions are deleted automatically
  • B All objects are encrypted
  • C You can retrieve deleted objects
  • D Bucket size is reduced
Explanation Enabling versioning allows retrieval of deleted objects, while the others are incorrect attributes of versioning functionality.
Q16

Which service is best for building a custom machine learning model in Google Cloud?

  • A AI Platform
  • B BigQuery
  • C Cloud Run
  • D Cloud Functions
Explanation AI Platform specifically supports custom ML model training, unlike the other options.
Q17

A company needs to analyze large datasets quickly. Which Google Cloud service should they use?

  • A Cloud Storage
  • B BigQuery
  • C Cloud SQL
  • D Dataproc
Explanation BigQuery is optimized for large-scale data analysis, which is not the primary use for the other services.
Q18

What happens when you accidentally upload a finer-grained IAM policy overwriting a coarser one?

  • A The coarser policy remains in effect
  • B The finer-grained policy is ignored
  • C The finer-grained policy takes precedence
  • D IAM functions will stop working
Explanation The finer-grained policy supersedes the coarser one, applying its rules.
Q19

Which service helps in building chatbots with generative AI?

  • A Dialogflow
  • B Compute Engine
  • C Cloud Functions
  • D BigQuery
Explanation Dialogflow specializes in creating conversational experiences, unlike the other services.
Q20

A company needs to process large data sets for training ML models and requires a fully managed solution. Which Google Cloud service should they choose?

  • A Cloud Dataflow
  • B App Engine
  • C Cloud Functions
  • D Cloud Run
Explanation Cloud Dataflow is designed for large-scale data processing tasks, while the others don't focus on this use case.