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Our quest for robust time series forecasting at scale

The Unofficial Google Data Science Blog

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.

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insightsoftware Acquires Event 1 Software

Jet Global

The construction industry has been hit especially hard by the events of 2020, with spending in the US forecast to be down as much as 9 percent. Among those solutions is Liberty Reports which is an Excel add-in that has been on the market since 2008 and provides direct connectivity to business data for reporting, analysis and dashboarding.

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Fitting Bayesian structural time series with the bsts R package

The Unofficial Google Data Science Blog

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).