Forecasting, Data Science, Python, Data Visualization, Machine Learning.
Provides accurate forecasts for seasonal data How: By modeling the level, trend, and seasonal components separately F1. Holt-Winters Seasonal Model: Python from statsmodels.tsa.holtwinters import ExponentialSmoothing # Holt-Winters Seasonal Model model = ExponentialSmoothing(data['Passengers'],