A Machine Learning Workflow on the Deployment and Prediction of Unknown Logs using Kubeflow Pipeline, Bagging and Boosting Methods. |...

Recent and rapid advancements in machine learning has given rise to many applications of ML techniques to real world problems. The oil and gas industry, with its vast amount of subsurface data, is well positioned to leveraging these approaches to deliver significant benefit. This subsurface data consists of measurements of physical properties gathered while drilling boreholes and are recorded in well logs, which are sequential…