Remove 2006 Remove Big Data Remove Cost-Benefit Remove Uncertainty
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Using random effects models in prediction problems

The Unofficial Google Data Science Blog

Far from hypothetical, we have encountered these issues in our experiences with "big data" prediction problems. In the context of prediction problems, another benefit is that the models produce an estimate of the uncertainty in their predictions: the predictive posterior distribution. Cambridge University Press, (2006).

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Cloudera + Hortonworks, from the Edge to AI

Cloudera

That team delivered the first production cluster in 2006 and continued to improve it in the years that followed. In 2008, I co-founded Cloudera with folks from Google, Facebook, and Yahoo to deliver a big data platform built on Hadoop to the enterprise market. It staffed up a team to drive Hadoop forward, and hired Doug.