Machine Learning and Data Science for Upstream Professionals
The Online Upstream Training course provides upstream professionals with a comprehensive introduction to machine learning methods, focusing on data science and practical applications in reservoir engineering, geo-modelling, and petrophysics. Participants will gain hands-on experience in supervised and unsupervised learning, including deep learning and model explainability. The course aims to build confidence from scratch by explaining complex topics in simple terms and providing detailed guidelines for applying machine learning methods to solve real-world problems in the industry.