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A Data Stack is the set of tools and technologies an organization uses to accomplish their data workflows, such as analytics, data science, data engineering, and machine learning. In modern data stacks, technologies have been developed that specialize in handling specific stages within data pipelines, including data collection, data storage, data transformation, data analysis, data visualization, and more. This has allowed for monumental efficiency gains in the creation and execution of data pipelines.

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