# Inference Split

The last month of the window is the inference month (defined by the max_date parameter). The data will be used in production to help decision making.

![inference_split_zone.png](MPGWeLzuSazH)

We separate this month in order to apply the model trained on the rest of the data later.

The remaining data is prepared for the ML training
