This course is aimed at providing in-depth application of AI/ML in the Upstream & Midstream sectors. Students will be exposed to industry problems and will gain hands-on experience by working on several use cases. It covers different topics like reservoir modelling, logging, stress analysis, 3-D visualization, wave propagation, image classification which are aimed at building the core.
- Creating a Machine Learning Model
- Feature Engineering
- Working with well logs in Python