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AI model governance: What it is and why it’s important

Collibra

And more than 50% of CIOs expect AI use to be widespread or critical in their organization by 2025. That’s why AI governance is crucial in mitigating risks and ensuring your AI initiatives are transparent, ethical and trustworthy. Historically, data governance catered to conventional databases and structured data systems.

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AI Governance: Solving the data-centric versus model-centric debate

Collibra

They say, “Of course, data is very important.” Yet, when I push further, they often say it’s someone else’s job to look after the data. They say, “Bob or Mary is ensuring good data management with governance, quality, lineage. Data is their responsibility.” So what comes first: The data or the model?

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Part 1: OMG! Not another digital transformation article! Is it about understanding the business drivers?

ARMA International

By some estimates, connected devices now outnumber people, and both are generating data. 16 ZB (zettabytes) of data in 2006, then 2.83 ZB in 2012, and the forecast is a mind-boggling 175 ZB by 2025! That is almost 2000 times more data in less than 20 years (Press 2013, Patrizio 2018). IDC estimated the world created.16

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3 key reasons why your organization needs Responsible AI

IBM Big Data Hub

billion by 2025. This necessitates the detection of bias during data acquisition, building, training, deploying and monitoring models. Protect and scale against government regulations AI regulations are growing and changing at a rapid pace and noncompliance can lead to costly audits, fines and negative press.

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What does the Data Office do? Inside Collibra’s Data Office

Collibra

We’ve nurtured a data-driven culture, encouraged the participation of data citizens, and traveled from data governance to Data Intelligence. . And as part of those efforts, we’ve created a formal data office. Because we like to look ahead, we call it Collibra Data Office 2025.

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How to choose the best AI platform

IBM Big Data Hub

.” When observing its potential impact within industry, McKinsey Global Institute estimates that in just the manufacturing sector, emerging technologies that use AI will by 2025 add as much as USD 3.7 Visual modeling: Combine visual data science with open source libraries and notebook-based interfaces on a unified data and AI studio.

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The Business of Data Newsletter – Issue 7 (7 December 2018)

Information Matters

Retailers are most at risk globally, with 62% of respondents willing to walk away after a data breach, followed by banks (59%) and social media sites (58%), according to a survey of 10,500 consumers by digital security firm Gemalto.” It is therefore of great interest to many less data-rich businesses, and indeed governments.

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