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A Data Strategy: Theory vs. Practice. Part 2
August 16, 2024 This is Part 2 of the article “A Data Strategy: Theory vs. Practice.” In Part 2, we will continue the analysis of dat...
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Data Governance vs. Data Management: Unpacking ...
For five years, I’ve investigated the different approaches to defining the concepts of data, information, and data go...
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Knowledge Graphs, Data Lineage, and Metadata Ma...
Knowledge graphs, metadata management, and data lineage are examples of new metadata capabilities that many companies...
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Data Quality Risks are a Leading Cause of Proje...
Many organizations underestimate the complexity and severity of data-related risks. Poor documentation, semantic mism...
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Embedded Product Thinking into Data: The Rise o...
🔁 Data products are governed, reusable, and user-focused assets designed to deliver measurable value. Unlike ad hoc ...
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What is a Data Product?
The term “data product” originated from data science. At least, I first heard this term from data scientists. My late...
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Data Lineage Types
Different business stakeholders have quite different expectations and requirements for data lineage. The common under...
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Business Drivers for a Data Lineage Initiative
A company should have strong drivers to start the data management, particularly data lineage initiative. These initia...
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The Metamodel of Data Lineage
In this section, we combine and link all data lineage layers and components in a graphical format. Data lineage can b...
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