Target audience: engineers in oil and gas field development, production, and drilling, as well as geologists and geophysicists, who wish to gain scientific programming skills and learn to apply machine learning techniques.
Studying methods: lecture, seminar, programming, problem solving, performing calculations, plotting graphs / creating graphs, brainstorming, training session / training workshop.
After of course, participants will be: to improve professional competencies as reflected in practical abilities:
- to apply modern software and key libraries in practice for solving problems using machine learning methods;
- to optimize the execution of the most labor‑intensive tasks in designing oil and gas field development systems, geological modeling, and geophysical data interpretation;
- to select the most suitable machine learning methods for solving specific problems and apply machine learning techniques in practice.
About course: enhancement of professional competencies for oil and gas industry specialists in the practical application of artificial intelligence (AI) and machine learning (ML) methods in oil and gas field development, production optimization, geological modeling, and petrophysics to solve professional tasks.