Sepasoft Machine Learning to predict production rate

Questions for General discussion.

I watched below vedio 3 times . And thinks about which data should be trained to be able to get the prediction target rate based on the input value ?
As per explanation there is a lot of date used to train the prediction module.
Could you specify summary of these data ?

From Sepasoft blog:

Thanks