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Which Google Cloud service can be used for preparing and cleaning datasets for analysis?

  • Google BigQuery
  • Google Cloud Dataflow
  • Google Dataprep
  • Google Cloud Dataprep
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What is the purpose of Data Catalog in Google Cloud?

  • Data cleansing
  • Data storage
  • Data storage
  • Data storage
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Which Google Cloud service is commonly used for real-time stream processing and analytics?

  • Google Cloud Storage
  • Google Cloud Dataflow
  • Google Dataprep
  • Google BigQuery
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What is the primary function of Cloud Composer in Google Cloud's data services?

  • What is the primary function of Cloud Composer in Google Cloud's data services?
  • Real-time data processing
  • Managed workflow orchestration and automation
  • Data transformation and cleansing
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Which Google Cloud service is designed for storing and managing large volumes of unstructured or semi-structured data?

  • Google Cloud SQL
  • Google Cloud SQL
  • Google Cloud Storage
  • Google Cloud Storage
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What is the purpose of Google Cloud Pub/Sub in a data engineering context?

  • Real-time data analysis
  • Data storage
  • Data transformation
  • Message queuing for data ingestion and processing
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Which Google Cloud service can be used for real-time event streaming and processing?

  • Google Cloud Dataflow
  • Google Cloud Dataprep
  • Google Cloud Pub/Sub
  • Google Cloud Pub/Sub
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Which Google Cloud service is commonly used for data processing and transformation tasks in a data engineering pipeline?

  • Google Cloud Pub/Sub
  • Google Data Studio
  • Google Cloud Dataprep
  • Google Cloud Dataprep
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Which Google Cloud service is used for creating and managing relational databases in a data engineering pipeline?

  • Google Cloud Storage
  • Google Cloud SQL
  • Google Cloud Bigtable
  • Google Cloud Datastore
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Which Google Cloud service is a serverless, highly scalable, and cost-effective data warehouse for analyzing large datasets?

  • Google Cloud Spanner
  • Google Cloud Bigtable
  • Google Cloud Datastore
  • Google Cloud Datastore
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What is Cloud Dataproc used for in Google Cloud's data services?

  • A managed data warehouse
  • Real-time data processing
  • Managing virtual machines
  • Managed Spark and Hadoop clusters for big data processing
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What is the role of Bigtable in Google Cloud's data services?

  • A managed NoSQL database for large datasets
  • A relational database management system
  • A business intelligence and reporting tool
  • An ETL (Extract, Transform, Load) service
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Which Google Cloud service is used for creating and managing data warehouses for analytics and reporting?

  • Google Cloud Pub/Sub
  • Google Cloud Bigtable
  • Google Cloud Dataflow
  • Google BigQuery
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Mark for review

What is the primary purpose of Google BigQuery in a data engineering context?

  • Data storage
  • Data visualization
  • Data analytics and querying
  • Data transformation
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Which Google Cloud service is used for storing and managing structured relational databases?

  • Google Cloud Spanner
  • Google Cloud Firestore
  • Google Bigtable
  • Google Cloud Datastore
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