Our workshop's objective is to introduce the theory and practical applications of machine learning within the Energy industry as means to help improve data-driven decision making. Course materials will consist of web-hosted lecture materials, instructor led, well-documented methods, workflow demonstrations, and coding examples. The workshop will be delivered via a cloud-based Jupyter Lab session, so …