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Optimizing the Value of AI Solutions for the Public Sector

Cloudera

Earlier this month, I had the opportunity to lead a roundtable discussion at the PSN Government Innovation show ( 2023 Government Innovation Show – Federal – Public Sector Network ) in Washington, DC. I’ll highlight some key insights and takeaways from my conversations in the paragraphs that follow.

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Bring your workforce identity to Amazon EMR Studio and Athena

AWS Big Data

Customers today may struggle to implement proper access controls and auditing at the user level when multiple applications are involved in data access workflows. The key challenge is to implement proper least-privilege access controls based on user identity when one application accesses data on behalf of the user in another application.

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Data privacy examples

IBM Big Data Hub

An online retailer always gets users’ explicit consent before sharing customer data with its partners. A navigation app anonymizes activity data before analyzing it for travel trends. One cannot overstate the importance of data privacy for businesses today. The user can accept or reject each use of their data individually.

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New Practices in Data Governance and Data Fabric for Telecommunications

Cloudera

The management of data assets in multiple clouds is introducing new data governance requirements, and it is both useful and instructive to have a view from the TM Forum to help navigate the changes. . What’s new in data governance for telco? What about data fabric?

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The trinity of errors in financial models: An introductory analysis using TensorFlow Probability

O'Reilly on Data

In this blog post, we explore three types of errors inherent in all financial models, with a simple example of a model in TensorFlow Probability (TFP). They aspire to formulate theories that accurately explain and predict the economic activities of human beings at the micro and macro levels. Finance is not physics.

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Unlock data across organizational boundaries using Amazon DataZone – now generally available 

AWS Big Data

Amazon DataZone enables customers to discover, access, share, and govern data at scale across organizational boundaries, reducing the undifferentiated heavy lifting of making data and analytics tools accessible to everyone in the organization. Then we explain the benefits of Amazon DataZone and walk you through key features.

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Data in the News : Tax and Explainable AI

Andrew White

I saw two news articles today that emphasizes the role of data in our world. Both explore various public policy initiatives – one proposing a tax on data that would contribute to the monetization of data; the other on the regulation of AI algorithms to help explain their outputs. The EU is working on this too.