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Store Sales Time Series Forecasting


Forecasting Favorita Store Sales using Machine Learning

I. Introduction

Favorita Corporation develops commercial, industrial and real estate areas, present in Ecuador and 6 other countries in the region. They opened La Favorita supermarkets in country called Ecudor in South America which was the first self-service store in 1957.

In this project we’ll use time-series forecasting to forecast store sales on data from Corporación Favorita, a large Ecuadorian-based grocery retailer. Kaggle has published a knowledge based compitition to predict store sales by providing Favorita Corporation Stores data.
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