2001, Metrics, Optimization and Uncertainty

Estimating the prevalence of rare events — theory and practice

The Unofficial Google Data Science Blog

AUGUST 27, 2019

This problem can be phrased as an optimization problem — given some fixed review capacity how should we sample videos? Of course, any mistakes by the reviewers would propagate to the accuracy of the metrics, and the metrics calculation should take into account human errors.

Metrics

Metrics Statistics Uncertainty Optimization

Data Science, Past & Future

Domino Data Lab

JULY 22, 2019

The problems down in the mature bucket, those are optimizations, they aren’t showstoppers. You know, typically, when you think about running projects, running teams, in terms of setting the priorities for projects, in terms of describing, what are the key metrics for success for a project, that usually falls on product management.

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Data Science Machine Learning Data Governance Modeling

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Estimating the prevalence of rare events — theory and practice

Data Science, Past & Future

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