Forecasting, Data Science, Python, Data Visualization, Machine Learning.
Exponential Smoothing (SES): Applies exponentially decreasing weights to past observations. Holt’s Linear Trend Model: Extends SES to capture linear trends. Holt-Winters Seasonal Model: Extends Holt’s method to capture seasonality. ARIMA (AutoRegressive Integrated Moving Average): Combines