Remove Metrics Remove Reporting Remove Uncertainty
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What to Expect From Uncertainty Quantification Methods: An Untold Story of ML Evaluation

Dataiku

Which metrics should be reported? In this article, we relate our experience in building an evaluation framework for Uncertainty Quantification (UQ) in ML. How can we ensure enough diversity in the selected datasets? Which baselines should be included for fair comparison?

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iostudio delivers key metrics to public sector recruiters with Amazon QuickSight

AWS Big Data

Our previous solution offered visualization of key metrics, but point-in-time snapshots produced only in PDF format. In this post, we discuss how we built a solution using QuickSight that delivers real-time visibility of key metrics to public sector recruiters. We can pick what we need, and use what we need with pay-as-you-go pricing.

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Uncertainties: Statistical, Representational, Interventional

The Unofficial Google Data Science Blog

by AMIR NAJMI & MUKUND SUNDARARAJAN Data science is about decision making under uncertainty. Some of that uncertainty is the result of statistical inference, i.e., using a finite sample of observations for estimation. But there are other kinds of uncertainty, at least as important, that are not statistical in nature.

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You Can’t Regulate What You Don’t Understand

O'Reilly on Data

If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved. If every company had a different way of reporting its finances, it would be impossible to regulate them. There is no simple way to solve the alignment problem.

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Save Time and Reduce Errors in Your PeopleSoft Reporting

Jet Global

Financial reporting requires a significant amount of time, attention, and input to prepare reports that offer valuable analysis and deep insight into enterprise performance. Rather, these issues are evidence of a financial reporting process that’s producing untrustworthy information and eating extra time along the way.

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How CIOs can be pillars of stability in an uncertain world

CIO Business Intelligence

Several economists, a bank president, and a couple of reporters walk into a bar. The economists lament, “ A thick fog of uncertainty still surrounds us.” The reporters keen about “ gut-churning feelings of helplessness ” and “a world of confusion.” Uncertainty is our jam.” After all, uncertainty is the one certainty.

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Self-Service Reporting for a Remote Staff: How and Why

Jet Global

As companies grapple with economic shutdowns, plummeting revenues, market instability, and economic uncertainty now and into the foreseeable future, they need financial insights more than ever before. Reporting has always been necessary, but now it’s paramount. Self-service reporting looks like the obvious solution.