Restaurant revenue prediction

Restaurants are an essential part of a country’s economy and society. With the recent rise in pop up restaurants and food trucks, it’s imperative for the business owner to figure out when and where to open new restaurants since it takes up a lot of time, effort, and capital to do so. TFI which owns many giant restaurant chains has provided demographic, real estate, and commercial data in their restaurant revenue prediction on Kaggle. The challenge here would be to build a robust model that is capable of predicting the revenue of a restaurant.

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