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Architecting the Industrial Internet by Carla Romano, Robert Stackowiak, Shyam Nath

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Data governance

Individuals involved in data governance roles will be responsible for data security, data access control, data rights management, and data resilience. A mixture of a line of business operations and IT specialists is needed to fulfill these roles. The value of data, risk to the project success if no further governance steps are taken, and potential tools for improving data quality are considered.

We previously introduced how ETL / ELT tools and machine learning tools can be used to transform data and improve its quality in Chapter 6, Defining the Data and Analytics Architecture. An agreed-upon definition as to what data means might be accomplished by populating data catalogs and using enterprise metadata management tools or ...

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