Module 7•35 min•6 units
AI & Machine Learning
Artificial intelligence and machine learning are transforming how oil and gas companies analyse data, predict failures, and optimise operations. This module covers the fundamentals of ML, its applications across the E&P value chain, virtual flow metering, and the practicalities of deploying models in production environments.
Learning objectives
After completing this module, you'll be able to:
- Explain the difference between supervised, unsupervised, and reinforcement learning
- Identify AI use cases across exploration, drilling, production, and reservoir management
- Describe how virtual flow meters work and their business value
- Understand the MLOps lifecycle from model training to production deployment
Prerequisites
- Completion of Modules 1-6 recommended
- No programming or data science background required