Forecast the number of airline passengers (in 1000s). Data is available on Analytics Vidya Website.
Air Passengers Project is literally the Hello world of Time Series projects.
I have used three models in this notebook.
- Holt Winters Exponential Smoothing (HWES)
- ARIMA
- S-ARIMA
- Augmented Dicky Fuller Test
- Auto Correlation Function (ACF) and Partial Auto Correlation Function (PACF)
I will add more time series models in this notebook in future.