2006, Forecasting, Optimization and Uncertainty

Our quest for robust time series forecasting at scale

The Unofficial Google Data Science Blog

APRIL 17, 2017

by ERIC TASSONE, FARZAN ROHANI We were part of a team of data scientists in Search Infrastructure at Google that took on the task of developing robust and automatic large-scale time series forecasting for our organization. So it should come as no surprise that Google has compiled and forecast time series for a long time.

Forecasting

Forecasting Modeling Statistics Uncertainty

Fitting Bayesian structural time series with the bsts R package

The Unofficial Google Data Science Blog

JULY 11, 2017

Forecasting (e.g. Time series data are having something of a moment in the tech blogs right now, with Facebook announcing their "Prophet" system for time series forecasting (Taylor and Letham 2017), and Google posting about its forecasting system in this blog (Tassone and Rohani 2017).

Forecasting

Forecasting Statistics Modeling Software

Data Leaders Brief

Our quest for robust time series forecasting at scale

Fitting Bayesian structural time series with the bsts R package

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