Register now for - "How to Create, Govern & Manage Data Products: Practices and Products You Need to Know" - Wednesday, December 13, 11:30 a.m. Eastern Time.
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An event summary of Eckerson Group's CDO TechVent for Building Data Products with Data Mesh & Data Fabric on August 17, 2023.
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Most definitions of a data product conflate it with a data asset. The primary thing that makes a data asset a data product is where it resides: in a data store.
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The hardest part about implementing data products is fostering a product mindset among the people responsible for defining, governing, building, and...
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Data catalogs evaluate and control the accuracy, explainability, privacy, IP friendliness, and fairness of GenAI inputs.
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Many organizations abandoned data modeling in recent years. They are now finding that it really is needed. But today’s data modeling is different from...
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Data democratization is the buzzword to describe empowering people with data. What’s getting in the way of achieving data democratization?
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The need for an independent semantic layer continues to rise as data science gains traction in the enterprise.
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Business leaders can address AI bias and use it to have rational discussions about management and human bias.
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Most organizations actively manage data but are passive about metadata. We need to think about metadata management from an architectural perspective.
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Kevin Petrie and Dan O’Brien discussed large language models (LLMs), which are neural networks that analyze text to predict the next word or phrase.
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Generative AI initiatives will require new data pipelines that prepare text files for querying by language models.
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Dan and Wayne discussed the concept of data and analytics operating models, which refers to how organizations organize their data and analytics...
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This final blog in the series recommends ways for data teams to iterate their MDM initiatives based on the successes and failures of their first project.
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Responsible AI ethical principles provide a clear, unifying purpose for the technological, business, and social goals of AI initiatives.
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