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Governing the ML lifecycle at scale, Part 3: Setting up data governance at scale

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This post is part of an ongoing series about governing the machine learning (ML) lifecycle at scale. This post dives deep into how to set up data governance at scale using Amazon DataZone for the data mesh. However, as data volumes and complexity continue to grow, effective data governance becomes a critical challenge.

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Data governance policy

Dataconomy

The importance of a data governance policy cannot be overstated in today’s data-driven landscape. As organizations generate more data, the need for clear guidelines on managing that data becomes essential. What is a data governance policy?

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Modern Data Governance: Trends for 2025

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Key Takeaways: Prioritize metadata maturity as the foundation for scalable, impactful data governance. Recognize that artificial intelligence is a data governance accelerator and a process that must be governed to monitor ethical considerations and risk.

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AI in Data Governance: Enhancing Data Integrity and Security

ODSC - Open Data Science

As organizations amass vast amounts of information, the need for effective management and security measures becomes paramount. Artificial Intelligence (AI) stands at the forefront of transforming data governance strategies, offering innovative solutions that enhance data integrity and security.

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What to Expect in AI Data Governance: 2025 Predictions

Dataversity

AI solutions have moved from experimental to mainstream, with all the major tech companies and cloud providers making significant investments in […] The post What to Expect in AI Data Governance: 2025 Predictions appeared first on DATAVERSITY.

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Data catalog

Dataconomy

Data catalogs play a pivotal role in modern data management strategies, acting as comprehensive inventories that enhance an organization’s ability to discover and utilize data assets. By providing a centralized view of metadata, data catalogs facilitate better analytics, data governance, and decision-making processes.

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Corporate Data Governance: The Cornerstone of Successful Digital Transformation

Dataversity

At the heart of this transformation lies data a critical asset that, when managed effectively, can drive innovation, enhance customer experiences, and open […] The post Corporate Data Governance: The Cornerstone of Successful Digital Transformation appeared first on DATAVERSITY.