Forecasting Rossmann sales with Facebook Prophet

Project Info

  • Designed a Pipeline for the data that does Preprocessing of Data, Feature Selection, and Feature Engineering.
  • Used NumPy & Pandas to get insights from the data and visualized all those insights using Visualization tools like Pandas Plot, Matplotlib, Seaborn.
  • Forecasts using Facebook prophet Time series for the next seasonality period per each store type and their sales, and got pretty accurate results.