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Data governance in the age of generative AI

AWS Big Data

Data is your generative AI differentiator, and a successful generative AI implementation depends on a robust data strategy incorporating a comprehensive data governance approach. Data governance is a critical building block across all these approaches, and we see two emerging areas of focus.

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Integrating Data Governance and Enterprise Architecture

erwin

Why should you integrate data governance (DG) and enterprise architecture (EA)? Data governance provides time-sensitive, current-state architecture information with a high level of quality. Data governance provides time-sensitive, current-state architecture information with a high level of quality.

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What’s Your Data Governance ROI? Here’s What to Track

Alation

And a data breach poses more than just a PR risk — by violating regulations like GDPR , a data leak can impact your bottom line, too. This is where successful data governance programs can act as a savior to many organizations. This begs the question: What makes data governance successful? Where do you start?

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Data Governance Adoption: Bob Seiner on How to Empower Your People to Participate

Alation

Data Management Meets Human Management. A well-oiled data governance machine comprises many parts, but what’s the most vital component? You and anyone else at your organization who uses data. Make it personable, make it reasonable, and help them understand they play a big role in data governance.”.

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Data Management 20/20: Data Governance Challenges in a Digital Society

TDAN

The reversal from information scarcity to information abundance and the shift from the primacy of entities to the primacy of interactions has resulted in an increased burden for the data involved in those interactions to be trustworthy.

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The Art of Data Buck-Passing 101: Mastering the Blame Game in Data and Analytic Teams

DataKitchen

From the morning email blitz to the late-night Slack message bombardment, discover the joy of sprinkling a little blame in every interaction. It’s the seasoning that makes the data world go round. Or ten ways to say, ‘It’s a Data Governance type problem.’ They are always the real reason.

Analytics 183
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Entity resolution and fuzzy matches in AWS Glue using the Zingg open source library

AWS Big Data

AWS Glue , a serverless data integration service, simplifies the process of discovering, preparing, moving, and integrating data for analytics, machine learning (ML), and application development. This process is crucial for maintaining data integrity and avoiding duplication that could skew analytics and insights.