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lillian1988's Projects

dogs_vs._cats icon dogs_vs._cats

A computation from Kaggle and a graduation project for machine learning engineer nanodegree on Udacity

rossman-store-challenge icon rossman-store-challenge

A Jpyther notebook to Rossmans kaggle challenge of prediticing the sales per day for their shops. See https://www.kaggle.com/c/rossmann-store-sales/data for more details.

rossmann-store-sales-predictions icon rossmann-store-sales-predictions

Kaggle top performer(Grandmaster) had a score of 0.10021. I had a self validation score of 0.10874 and a public score of 0.12516. Rossmann operates over 3,000 drug stores in 7 European countries. Currently, Rossmann store managers are tasked with predicting their daily sales for up to six weeks in advance. Store sales are influenced by many factors, including promotions, competition, school and state holidays, seasonality, and locality. With thousands of individual managers predicting sales based on their unique circumstances, the accuracy of results can be quite varied. Prediction is of 6 weeks of daily sales for 1,115 stores located across Germany.

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