In this video series, we will show how to read and index time series data using Python’s pandas package and how to build, predict or forecast an ARIMA time series model using Python’s statsmodels package and finally discuss how to
evaluate time series model predictions using mean absolute error using Python’s statistics and matplotlib packages.
What You'll Learn
- Building an ARIMA time series
- To plot actual versus predicted values
- Problems with time series models