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Could you share your approach to developing a demand forecasting model for a ride-sharing service? What data sources and factors would you consider in this process?

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Interview question asked to Machine Learning Engineers interviewing at Pandora, Citrix, BetterUp and others: Could you share your approach to developing a demand forecasting model for a ride-sharing service? What data sources and factors would you consider in this process?.