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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. In this scenario, the processes involved in developing and deploying the AI model would require a cross-functional team that includes expertise in both data science and the medical field.

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

Collibra

Their January 2023 research note shows that organizations are actively focusing on data usage, data governance, data curation, training data and several other data-centric capabilities to improve the quality of models, mitigate bias, and augment the data science machine learning (DSML) workflow (3).

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

Collibra

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. The fact that data is created and distilled throughout the corporation doesn’t mean there’s no demarcation of ownership — again, think Finance, HR or IT.

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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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3 key reasons why your organization needs Responsible AI

IBM Big Data Hub

billion by 2025. The IBM AI Governance solution automates across the AI lifecycle from data collection, model building, deploying and monitoring. This comprehensive solution comes without the excessive costs of switching from your current data science platform.

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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.” 71% of UK businesses at risk due to data skills gap, CEOs say – TechRepublic, 26 November 2018.

IoT 40
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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