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What is Google Cloud Dataprep used for in a data engineering context?

  • Real-time data analytics
  • Data cleansing and transformation
  • Data warehousing
  • Streamlining data storage
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Which Google Cloud service is designed for building and managing data pipelines for batch and stream data processing?

  • Google Cloud Dataflow
  • Google Dataprep
  • Google Cloud Storage
  • Google BigQuery
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What does "Data Lake" refer to in data engineering?

  • A repository for storing structured data
  • A real-time data streaming platform
  • A storage system for storing raw, unstructured data at scale
  • A tool for data visualization
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In Google BigQuery, what is the purpose of a dataset?

  • A collection of SQL queries
  • A logical container for tables
  • A type of data schema
  • A machine learning model
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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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In data engineering, what is the purpose of Google Cloud Data Catalog?

  • A service for creating and managing virtual machines
  • A tool for data visualization
  • A metadata management and data discovery service
  • A relational database service
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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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Which Google Cloud service is designed for real-time data streaming and analytics?

  • Google Cloud Dataflow
  • Google BigQuery
  • Google Dataprep
  • Google Cloud Pub/Sub
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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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Which Google Cloud service is designed for real-time stream processing and data analytics?

  • Google Cloud Dataprep
  • Google BigQuery
  • Google Cloud Storage
  • Google Cloud Dataflow
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In the context of data engineering, what does ETL stand for?

  • Extract, Transfer, Load
  • Extract, Transform, Load
  • Elastic Transfer Layer
  • Efficient Time Log
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Which Google Cloud service is commonly used for real-time data processing and analytics on streaming data?

  • Google Cloud Datastore
  • Google Cloud Storage
  • Google Cloud Dataprep
  • Google Cloud Dataflow
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Which Google Cloud service is commonly used for building and deploying machine learning models?

  • Google Dataprep
  • Google Cloud Bigtable
  • Google Cloud Machine Learning Engine
  • Google Cloud Machine Learning Engine
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