This course is designed to make students fully appreciate the challenges of Oil & Gas, and accustom themselves to ways of data science. Students will learn to solve industry challenges in the upstream sector by implementing knowledge of supervised and unsupervised learning methods.
- What is Machine Learning
- Solving Partial Differential Equations in Python
- Extracting Features from Dynacard
- Creating a Digital Twin
- Creating a Machine Learning Model
- Feature Engineering