Learning objectives:
Review simple time series features (i.e., mean, quantile).
Discuss the concept of ACF (Autocorrelation Features) and lag.
Discuss the concept of STL (Seasonal, Trend, Lag) decomposition.
Introduce other features from feast package.
feast