Be taught ARIMA, SARIMA, and SARIMAX from scratch—grasp time collection forecasting, mannequin diagnostics, real-world software
What you’ll study
Perceive Time Sequence Fundamentals – Grasp key ideas like pattern, seasonality, stationarity, and autocorrelation.
Apply Classical Forecasting Fashions – Grasp ARIMA, SARIMA, and SARIMAX for short-term and long-term forecasting.
Preprocess & Rework Knowledge – Deal with lacking values, apply differencing, Field-Cox transformations, and guarantee stationarity.
Consider & Optimize Fashions – Use AIC, BIC, RMSE, and residual diagnostics to fine-tune forecasts for real-world accuracy.
English
language
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