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

  • Data storage and backup
  • ETL (Extract, Transform, Load) processing
  • Real-time data streaming
  • Analyzing and querying large datasets
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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 BigQuery in the context of Google Cloud's data services?

  • A NoSQL database
  • A cloud-based data warehousing and analytics service
  • A real-time data streaming platform
  • A machine learning framework
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Which Google Cloud service is used for building and managing machine learning models and pipelines?

  • Google Cloud Dataprep
  • Google Cloud Bigtable
  • Google Cloud AutoML
  • Google Cloud SQL
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In the context of data engineering, what does "Data Transformation" refer to?

  • Encrypting data in transit
  • Encrypting data in transit
  • Encrypting data in transit
  • Encrypting data in transit
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What is the purpose of Google Cloud Dataproc in data engineering?

  • Real-time data processing
  • Batch processing and data warehousing
  • Data preparation and transformation
  • Managed Hadoop and Spark clusters
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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 used for batch processing of large datasets in data engineering?

  • Google Cloud Dataflow
  • Google Cloud Dataflow
  • Google Dataprep
  • Google Cloud Dataproc
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What is the purpose of a "Data Pipeline" in data engineering?

  • Generating random data for testing
  • Automating the movement and transformation of data from source to destination
  • Data visualization and reporting
  • Monitoring network traffic
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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 commonly used for batch processing and data warehousing?

  • Google Cloud Dataflow
  • Google BigQuery
  • Google Cloud Pub/Sub
  • Google Cloud Spanner
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What is the purpose of Cloud Spanner in Google Cloud's data services?

  • A real-time data streaming platform
  • A managed NoSQL database
  • A globally distributed, strongly consistent database service
  • A managed ETL service
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What is the primary purpose of Google Cloud Pub/Sub?

  • Data cleaning and preparation
  • Real-time stream processing
  • Real-time stream processing
  • Real-time stream processing
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