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

AWS Machine Learning

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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6 Reasons Why Data Governance Services Are Essential for Fraud Prevention in Finance

CSM Magazine

In this high-stakes environment, data governance services stand out as a vital pillar of protection. By ensuring data accuracy, integrity, and proper stewardship, data governance frameworks enable organizations to detect and prevent fraudulent activities before they spiral out of control.

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How will COVID-19 change customer behavior and habits?

Beyond Philosophy

A friend of mine told me, he received a text message from his bank that he’ll be charged for some supplementary medical insurance contract he signed 3 years ago. But now, for certain product categories, if people get used to it, it will become the new norm. Digital Everything. Digital Transformation.

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Losing Customers Trust is the Worst Penalty VW Will Face

Beyond Philosophy

Banks lied to us, nearly crashing the world economy and causing the Great Recession. I had thought the banking crisis was the pinnacle of organizational stupidity but then last week we hear Volkswagen (VW) lost 30% of their value. And then he will promise to clear things up. In fact, he already did that. I hate this pattern.

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6 Killer Applications for Artificial Intelligence in the Customer Engagement Contact Center

If Artificial Intelligence for businesses is a red-hot topic in C-suites, AI for customer engagement and contact center customer service is white hot. This white paper covers specific areas in this domain that offer potential for transformational ROI, and a fast, zero-risk way to innovate with AI.

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Stereotypes: The Hard-Wired Way Our Brains Make Decisions

Beyond Philosophy

However, they are only interested in two of the descriptions: Linda is a bank teller. . Linda is a bank teller that is active in the feminist movement. . It can’t be more probable for her to be a feminist bank teller than it is for her to be a bank teller because of math. I said the second one. However, it’s wrong. .

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Unlock the power of data governance and no-code machine learning with Amazon SageMaker Canvas and Amazon DataZone

AWS Machine Learning

Amazon DataZone is a data management service that makes it quick and convenient to catalog, discover, share, and govern data stored in AWS, on-premises, and third-party sources. However, ML governance plays a key role to make sure the data used in these models is accurate, secure, and reliable.