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Step 1. Slow Down - Data Management then Data Science

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Step 2. Recognize that "Data" means different things to different people.

Reference Data Master Data Mgmt Reusable Materials-1

Step 3. Identify and organize around well-established Data Domains that represent the Data Subjects that make sense to YOU

 

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Step 4. Understand how Data Domains relate to each other and interact throughout their lifespan

 

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Step 5. Leverage a purpose-designed Data Management Platform from day 1 to bring your data together using your business designs as easy-to-manage data rules (not custom code!)

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Step 6. Establish dedicated "Data Management" professionals and roles to look after your data content as it grows.