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Generative AI copilots: What’s hype and where to drive results

CIO Business Intelligence

GitHub first launched its copilot in 2021 , and Microsoft 365 Copilot became generally available a few months ago. CIOs and IT leaders are at the center and must decide what copilots to test, who should receive access, and whether experiments are delivering business value.

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ContagionNET Wins Innovation Award

DataRobot

DataRobot is excited to be awarded the 2021 ACT-IAC Innovation Award for ContagionNET, our pioneering rapid antigen test for COVID-19 that is at the forefront of pandemic preparedness and response. The antigen tests necessitates result reporting and prevents result duplication.

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What is Model Risk and Why Does it Matter?

DataRobot Blog

With the big data revolution of recent years, predictive models are being rapidly integrated into more and more business processes. When business decisions are made based on bad models, the consequences can be severe. As machine learning advances globally, we can only expect the focus on model risk to continue to increase.

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It’s Time to Look Forward

Cloudera

2021 to move beyond the traditional dashboards of the past. Next, clicking on launch, the project will run through a series of steps from creating the project artifacts like the data and directories, all the way to training a prediction model and deploying it as a REST endpoint. .

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How can CIOs protect Personal Identifiable Information (PII) for a new class of data consumers?

CIO Business Intelligence

Additionally, federated learning does not address the inference stage, which still exposes data to the ML model during cloud or edge device deployment. Differential privacy Differential privacy provides margins on how much a single data record from a training dataset contributes to a machine-learning model.

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Explaining black-box models using attribute importance, PDPs, and LIME

Domino Data Lab

This is because in this post we are not after a state-of-the-art classifier, but want to rather focus on the interpretation of the black-box model fitted against the sample dataset. After forming the X and y variables, we split the data into training and test sets. PDPs for the bicycle count prediction model (Molnar, 2009).

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What Is Embedded Analytics?

Jet Global

According to the 2021 State of Analytics: Why Users Demand Better report by Hanover Research, 77 percent of organizations consider end-user data literacy “very” or “extremely important” in making fast and accurate decisions. 2004: First went public 2021: Annual revenue of $21.25 Build your first set of reports.