This advanced forecasting class provides students with a toolkit for building accurate, automated and scalable forecasts using time-series data. Applications include retail demand planning, financial market analysis, energy distribution needs, inventory management and healthcare resource allocation. We move quickly from statistical foundations to modern machine learning and useful extensions of forecasting.