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Data Science, Past & Future

Domino Data Lab

why data governance, in the context of machine learning is no longer a “dry topic” and how the WSJ’s “global reckoning on data governance” is potentially connected to “premiums on leveraging data science teams for novel business cases”. But for most enterprise, using machine learning…not really.

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Estimating the prevalence of rare events — theory and practice

The Unofficial Google Data Science Blog

A machine learning classifier serves this task perfectly. The bucketing method also changes the importance sampling to a stratified sampling setting, and allows us to use binomial confidence intervals to estimate the uncertainty of our estimate (more on that later). High Risk 10% 5% 33.3% How Many Strata?

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