The Analytics Setup Guidebook
This guidebook from Holistics, a data analytics company, offers a practical framework for building modern analytics systems. It covers setting up an analytics stack, emphasizing the ELT (Extract, Load, Transform) approach over ETL. The book details data centralization, modeling using Kimball's methodology and modern adaptations, and data delivery through business intelligence tools. It contrasts various BI tool approaches and discusses the evolution of data analytics workflows, advocating for a data modeling layer to improve efficiency and self-service capabilities. The authors share their experiences and biases, providing real-world examples to illustrate best practices.
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