Using Gradient Boosting for Time Series prediction tasks

Time series prediction problems are pretty frequent in the retail domain.

Companies like Walmart and Target need to keep track of how much product should be shipped from Distribution Centres to stores. Even a small improvement in such a demand forecasting system can help save a lot of dollars in term of workforce management, inventory cost and out of sto…