Time-series analysis · 05
Retail Demand Forecasting
A time-series project comparing statistical and machine learning forecasts to support inventory planning and reduce stock-outs.
PythonProphetStatsmodelsPower BI
Overview
Designed for a simple, confident user experience.
A forecasting workflow for weekly product demand that captures trend, seasonality, promotions, and uncertainty.
- Seasonality decomposition
- Forecast model comparison
- Prediction intervals
- Inventory planning dashboard