Airline-Time Series Forecasting

Employed ADF and Dickey-Fuller tests to confirm the stationarity of the time series by interpreting the p-value for each test with a threshold level of 5%.

Comprehensively analyzed various forecasting methods, including Holt Winters' method and SARIMAX, utilizing RMSE and MAPE metrics to evaluate performance, with SARIMAX achieving an RMSE of 26.52 and MAPE of 4.63.