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What is a Data Product?
January 23, 2024 The term “data product” originated from data science. At least, I first heard this term from data scientists. My late...
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The Landscape of AI Definitions
Discussions about artificial intelligence (AI) are ubiquitous today. I delved into over ten legislative documents fro...
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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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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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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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Data Lineage Types
Different business stakeholders have quite different expectations and requirements for data lineage. The common under...
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What’s the Biggest Challenge in Implementing Da...
I recently ran two LinkedIn polls to compare the challenges organizations face in implementing data vs. AI governance...
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Data Lineage for Various Stakeholder Groups
Data lineage can be documented differently depending on a company’s needs. It is important to realize that a company ...
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Challenges with Defining Data Management Trends
Recently, I delivered a Keynote about data management trends. While preparing it, I discovered we have challenges def...
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