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Operationalizing responsible AI principles for defense

IBM Big Data Hub

Earning trust in the outputs of AI models is a sociotechnical challenge that requires a sociotechnical solution. There must be a concerted effort to make these principles a reality through consideration of the functional and non-functional requirements in the models and the governance systems around those models.

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Analyst View: DataGalaxy Data Catalog 360

BI-Survey

The company DataGalaxy was founded in 2015 in Lyon, France, by Lazhar Sellami and Sébastien Thomas. It is mainly used for data cataloging, data governance, compliance & regulatory use cases or as a metadata hub. Metadata can be extracted from any source and made available. Openness and extensibility are fundamental to this.

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Themes and Conferences per Pacoid, Episode 11

Domino Data Lab

Paco Nathan ‘s latest article covers program synthesis, AutoPandas, model-driven data queries, and more. In other words, using metadata about data science work to generate code. Using ML models to search more effectively brought the search space down to 102—which can run on modest hardware. Introduction. That’s impressive.

Metadata 105
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Illuminating the black box: why CIOs should consider publishing an annual IT report

CIO Business Intelligence

By 2015, the technical executives of at least one conglomerate, Intel, had figured they could enrich the firm’s perception of IT by showcasing how essentially that function contributes to business value. And don’t just rattle off project metadata. Such a report has a legacy already, if only a short one. What pains did it alleviate?

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How Amazon Devices scaled and optimized real-time demand and supply forecasts using serverless analytics

AWS Big Data

Storage and redundancy – Due to the heterogeneous data stores and models, it was challenging to store the different datasets from various business stakeholder teams. To further optimize and improve the developer velocity for our data consumers, we added Amazon DynamoDB as a metadata store for different data sources landing in the data lake.

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A Lifetime of Data: Departments of Defense and Veterans Affairs Journey to Genesis

Cloudera

The VA then announced in June 2017 that it would use DoD’s MHS Genesis system for electronic health records, which is being built under a 10-year contract awarded in 2015 and projected to ultimately cost $10 billion. . Shared catalog of data, metadata aids compliance requirements. These are constants in the massive system.

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The Very Group adopts a data catalog to better organize and leverage its online retail capabilities

CIO Business Intelligence

It launched its first online-only brand, Very, in 2009 and finally abandoned its printed catalogs to go all-in online in 2015. It was very fragmented, and I brought it together into a hub-and-spoke model.”. The new model enables Very to design once and deploy everywhere, while maintaining a product focus. Where do we store it?

IT 74