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Laying the Foundation for Modern Data Architecture

Cloudera

Behind every business decision, there’s underlying data that informs business leaders’ actions. Delivering the most business value possible is directly linked to those decisions and the data and insights that inform them. It’s not enough for businesses to implement and maintain a data architecture.

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Data Governance in a Data Mesh or Data Fabric Architecture

Data Virtualization

Reading Time: 2 minutes Data mesh is a modern, distributed data architecture in which different domain based data products are owned by different groups within an organization. And data fabric is a self-service data layer that is supported in an orchestrated fashion to serve.

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What is data governance? Best practices for managing data assets

CIO Business Intelligence

Data governance definition Data governance is a system for defining who within an organization has authority and control over data assets and how those data assets may be used. It encompasses the people, processes, and technologies required to manage and protect data assets.

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Data integrity vs. data quality: Is there a difference?

IBM Big Data Hub

When we talk about data integrity, we’re referring to the overarching completeness, accuracy, consistency, accessibility, and security of an organization’s data. Together, these factors determine the reliability of the organization’s data. In short, yes.

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Data democratization: How data architecture can drive business decisions and AI initiatives

IBM Big Data Hub

It also requires an organization-wide data governance approach, from adopting new types of employee training to creating new policies for data storage. Architecture for data democratization Data democratization requires a move away from traditional “data at rest” architecture, which is meant for storing static data.

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Modern Data Modeling: The Foundation of Enterprise Data Management and Data Governance

erwin

The role of data modeling (DM) has expanded to support enterprise data management, including data governance and intelligence efforts. After all, you can’t manage or govern what you can’t see, much less use it to make smart decisions. DM captures and shares how the business describes and uses data.

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IBM named a leader in the 2022 Gartner® Magic Quadrant™ for Data Integration Tools

IBM Big Data Hub

The only question is, how do you ensure effective ways of breaking down data silos and bringing data together for self-service access? It starts by modernizing your data integration capabilities – ensuring disparate data sources and cloud environments can come together to deliver data in real time and fuel AI initiatives.