
Advanced AI in Oil & Gas
This advanced course focuses on the application of AI and Large Language Models (LLMs) to solve complex challenges in the Oil & Gas sector. The course delves into cutting-edge AI methodologies, including deep learning, reinforcement learning, and federated learning, with a focus on real-world applications such as exploration, drilling optimization, predictive maintenance, production management, and safety. Students will explore emerging trends, AI-driven systems, and sustainability efforts, culminating in a capstone project where they will design and deploy an AI-powered solution for the Oil & Gas industry.
Add a Title
Add paragraph text. Click “Edit Text” to update the font, size and more. To change and reuse text themes, go to Site Styles.
Course Duration:
36 hours
Level:
Advanced

Course Objectives
Gain in-depth knowledge of AI methodologies such as deep learning, reinforcement learning, and federated learning.
Learn to apply AI and LLMs to critical Oil & Gas operations, from exploration to production.
Understand data engineering and system integration for AI-driven solutions.
Develop advanced predictive models for drilling, maintenance, and production optimization.
Explore ethical implications, safety, and regulatory considerations in deploying AI in high-risk sectors.
Design and deploy a practical AI-driven solution in the Oil & Gas industry.
Prerequisites
Advanced understanding of AI/ML concepts.
Experience in Oil & Gas industry operations.
Familiarity with programming (Python, R, or similar) and data science tools (TensorFlow, PyTorch).
Understanding of cloud computing and data management platforms.
