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Humans-in-the-loop forecasting: integrating data science and business planning

The Unofficial Google Data Science Blog

The data scientist could try to build a single model that integrates all the signals together, but doing so typically relies on historical data to determine which features have the most predictive value. On the other hand, these customer forecasts can be aspirational and often lack high quality prediction intervals.