06 Forecasting HR Cost - Time Series Modeling

Forecast HR Cost Using Auto Regressive (AR) Model

Forecast HR Cost Using Moving Average (MA) Model

Forecast HR Cost Using ARIMA Model

Forecasting HR Cost - Time Series Modeling

The workflow implements the following:

• Loading our dataset from a CSV file for our analysis.

• Determine the stationarity of the time series.

• Smoothing the time series data.

• Construct different models using ARIMA modeling techniques.

• Forecast using ARIMA modeling techniques.