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Retail Demand Promotional Lift prediction

Predicted the store level ( Global, Division , Department) at which the Mean Absolute Percent error is the least for the lift obtained through promotional and baseline sales. Concepts/techniques used : Cross validation, Non-linear weighted regression, data manipulation