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

The Unofficial Google Data Science Blog

Others argue that there will still be a unique role for the data scientist to deal with ambiguous objectives, messy data, and knowing the limits of any given model. With those stakes and the long forecast horizon, we do not rely on a single statistical model based on historical trends.