About This Course

This course covers applied machine learning for drilling. Participants study problem framing, drilling data preparation and labelling, feature engineering from rig data, regression and classification methods, anomaly detection, rate of penetration and failure prediction applications, real-time deployment, model validation, and the limits of machine learning in drilling.