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Why you should care about debugging machine learning models

O'Reilly on Data

Not least is the broadening realization that ML models can fail. And that’s why model debugging, the art and science of understanding and fixing problems in ML models, is so critical to the future of ML. Because all ML models make mistakes, everyone who cares about ML should also care about model debugging. [1]

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Deutsche Telekom calls on SAP for Rise all-in-one offer

CIO Business Intelligence

It’s following in the footsteps of IBM and Microsoft, which like the German telco have an edge over regular companies contemplating a similar move to Rise in that they have their own clouds in which to host the applications and their own IT services divisions to make the move.

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The DataOps Vendor Landscape, 2021

DataKitchen

DataOps needs a directed graph-based workflow that contains all the data access, integration, model and visualization steps in the data analytic production process. GitHub – A provider of Internet hosting for software development and version control using Git. Azure Repos – Unlimited, cloud-hosted private Git repos. .

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Insurance IT leaders herald new era for digital customer experience

CIO Business Intelligence

In the last few years, the [insurance industry] has taken us in some new directions, being more remote and virtual and changing behaviors than we would have seen in 2019 or before,” Harris-Ferrante says. So we had to kind of rethink and reimagine our whole model of engaging with policyholders or potential policyholders.”

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Who to Follow in 2019 for Big Data, Data Governance and GDPR Advice

erwin

Experts are predicting a surge in GDPR enforcement in 2019 as regulators begin to crackdown on organizations still lagging behind compliance standards. Big Data Batman (@BigDataBatman) January 29, 2019. The post Who to Follow in 2019 for Big Data, Data Governance and GDPR Advice appeared first on erwin, Inc. Dataversity.

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insightsoftware Named Partner of the Year in 2019 MRI Innovation Awards

Jet Global

November 20, 2019 – insightsoftware , the global leader in enterprise resource planning (ERP) and enterprise performance management (EPM) reporting solutions, has been named Partner of the Year in the 2019 MRI Innovation Awards. MRI Software is a leading provider of innovative real estate software applications and hosted solutions.

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Artificial intelligence and machine learning adoption in European enterprise

O'Reilly on Data

In this post, I’ll describe some of the key areas of interest and concern highlighted by respondents from Europe, while describing how some of these topics will be covered at the upcoming Strata Data conference in London (April 29 - May 2, 2019). Machine Learning model lifecycle management. Transportation and Logistics.