DAY 1: Introduction to artificial intelligence

• What is artificial intelligence?
• Different applications of artificial intelligence.
• Why we need artificial intelligence in the petroleum industry.

DAY 2: Types of machine learning

• Different types of machine learning.
• The most common machine learning algorithms.
• Artificial neural network (ANN).

DAY 3: Applications of machine learning in the upstream industry

• Digital oilfield implementations
• History of machine learning in oil fields
• Applications in geosciences, reservoir, and drilling engineering

DAY 4: Application of machine learning in oil & gas production

• Production Engineering Overview
• Production Optimization
• Predicting Well Rate Potential
• The most common applications in production engineering

DAY 5: Implementation of machine learning different algorithms

• Different programming languages.
• Data Preprocessing
• Python Programming.
• Installation and getting started with python

CDGA attendance certificate will be issued to all attendees completing minimum of 80% of the total course duration.