Real-World Ideas to Build Skills
Build a forecasting project around retail sales, subscriptions, or product demand. Study seasonality, promotions, holidays, and regional differences. Start with a simple baseline before testing advanced forecasting methods.
A price prediction project can use housing or rental data. Explore location, property features, market conditions, and historical prices. Compare regression models and explain which factors influence the final estimate.
The final dashboard can show forecasts, errors, and key drivers. This connects modelling with planning and commercial decisions.
