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2. Data architect - Wikipedia

   en.wikipedia.org/wiki/Data_architect

   A data architect is a practitioner of data architecture, a data management discipline concerned with designing, creating, deploying and managing an organization's data architecture. Data architects define how the data will be stored, consumed, integrated and managed by different data entities and IT systems, as well as any applications using or ...

3. Data architecture - Wikipedia

   en.wikipedia.org/wiki/Data_architecture

   A data architecture aims to set data standards for all its data systems as a vision or a model of the eventual interactions between those data systems. Data integration , for example, should be dependent upon data architecture standards since data integration requires data interactions between two or more data systems.

4. Data warehouse - Wikipedia

   en.wikipedia.org/wiki/Data_warehouse

   Data Warehouse and Data mart overview, with Data Marts shown in the top right. In computing, a data warehouse (DW or DWH), also known as an enterprise data warehouse (EDW), is a system used for reporting and data analysis and is a core component of business intelligence. [1] Data warehouses are central repositories of data integrated from ...

5. Dan Linstedt - Wikipedia

   en.wikipedia.org/wiki/Dan_Linstedt

   Daniel Linstedt is an American data architect and inventor of the data modeling method data vault for data warehouses and business intelligence. He developed the model in the 1990s and published the first version in the early 2000s. [1] In 2012, Data Vault 2.0 was announced [2] and it was released in 2013.

6. Data steward responsibilities - Wikipedia

   en.wikipedia.org/wiki/Data_steward

   A data steward may share some responsibilities with a data custodian, such as the awareness, accessibility, release, appropriate use, security and management of data. [1] A data steward would also participate in the development and implementation of data assets.

7. Kimball lifecycle - Wikipedia

   en.wikipedia.org/wiki/Kimball_lifecycle

   The Kimball lifecycle is a methodology for developing data warehouses, and has been developed by Ralph Kimball and a variety of colleagues. The methodology "covers a sequence of high level tasks for the effective design, development and deployment" of a data warehouse or business intelligence system. [1]

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9. Data vault modeling - Wikipedia

   en.wikipedia.org/wiki/Data_Vault_Modeling

   Data vault is designed to avoid or minimize the impact of those issues, by moving them to areas of the data warehouse that are outside the historical storage area (cleansing is done in the data marts) and by separating the structural items (business keys and the associations between the business keys) from the descriptive attributes.