About

An automated NASDAQ price forecasting system that loads 5 years of trading data, engineers advanced technical features (lags, momentum, volatility, rolling statistics), trains a Gradient Boosting model on an 80/20 split, generates a 30-day forward forecast with confidence intervals, and visualizes predictions alongside comprehensive performance metrics (RMSE, MAE, MAPE, directional accuracy, feature importance).