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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.

Modeling 206
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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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Building trust in the government with responsible generative AI implementation

IBM Big Data Hub

At the end of 2023, a survey conducted by the IBM® Institute for Business Value (IBV) found that respondents believe government leaders often overestimate the public’s trust in them. However, the most recent IBV research indicates trust in governments among constituents is in decline.

Risk 97
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Build a secure data visualization application using the Amazon Redshift Data API with AWS IAM Identity Center

AWS Big Data

In todays data-driven world, securely accessing, visualizing, and analyzing data is essential for making informed business decisions. The Amazon Redshift Data API simplifies access to your Amazon Redshift data warehouse by removing the need to manage database drivers, connections, network configurations, data buffering, and more.

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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.

Data Lake 105
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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.

Metadata 119
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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?