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Traditional enterprise data warehouse approaches

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Reference no: EM132727055

Chapter 11 - "Adv. Anal. - Technology and Tools: In-Database Analytics"

Chapter 11 discussed the MADlib which is an open-source library for scalable in-database analytics. It offers data-parallel implementations of mathematical, statistical, and machine learning methods for structured and unstructured data. The concept of Magnetic/Agile/Deep (MAD) analysis skills.

Magnetic: Traditional Enterprise Data Warehouse (EDW) approaches "repel" new data sources, discouraging their incorporation until they are carefully cleaned and integrated.

Agile: Data Warehousing orthodoxy is based on long-range and careful design and planning.

Deep: Modern data analyses involve increasingly sophisticated statistical methods that go well beyond the rollups and drill-downs of traditional business intelligence (BI).

Reference no: EM132727055

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