Rohlik Sales Forecasting
Machine Learning
Forecasting
Sales forecasting project using historical grocery warehouse data and LightGBM.
Photo: Carlo Martin Alcordo — Pexels
About
Forecast warehouse sales using historical sales data.
Data
This project uses historical sales data from 7 warehouses of the grocery company Rohlik across 3 countries.
The training period covers 2020-08-01 to 2024-06-02, and the goal is to predict sales for the following 13 days, from 2024-06-03 to 2024-06-16.
Method
Time-based feature engineering and a gradient boosting model using LightGBM.
Tools
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, LightGBM