Overview
The second round of the DataCamp industrial machine downtime competition. This one dug deeper into feature engineering and hyperparameter tuning — specifically GridSearchCV — to squeeze out better performance. The question framing shifted from 'can we predict failures' to 'can we make this precise enough to be useful in a real manufacturing line.' Continued winning streak from Level 1.