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  2. There are many components of a data warehouse, and it is not simply a database:

    • A database is a medium through which you store your data.
    • A data warehouse goes beyond that to include tools and components necessary to extract business value out of your data and can include components such as integration pipelines, data quality frameworks, visualization tools, and even machine learning plugins.
    www.toptal.com/data-science/data-warehouse-concepts-principles
    www.toptal.com/data-science/data-warehouse-concepts-principles
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  5. WEBNov 29, 2023 · Learn what data warehouses are, how they differ from data lakes and databases, and how they are used in various industries. Explore data warehouse concepts, benefits, and tools with real-world examples …

  6. WEBThis article will introduce you to crucial data warehouse concepts and outline three design principles that should mitigate the risk of failure.

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