Forecast of Sales of a Store

  • Prediction of the sales for 30490 products in Walmart Store for 28 — 100 days into the future
  • Comprehensive EDA with in depth visualization and developing qualitative visualizations using matplotlib and Plotly
  • Developed and experimented with various forecasting models in Python on 9 hierarchical time-series models and was able to achieve max RMSE of 2.5 using the LightGBM model

For detail explanation and visualization - Check here

Nifty tech tag lists from Wouter Beeftink