Curriculum

15 Topics
About the Specialization
About the Course
Origin and Formation of Crude Oil
Accumulation and Types of Reservoir - Part 1
Accumulation and Types of Reservoir - Part 2
Introduction to Oil and Gas Field Life Cycle
Introduction to Oil and Gas Exploration Methods
Equipment in Upstream Oil and Gas Production
Introduction to Oil and Gas Drilling Process
Introduction to Gathering Stations
Surface Production-Separation Facility - Schematic and Overview
Introduction to Crude Oil Treating Systems
Introduction to Natural Gas Processing
Onshore and Offshore Hydrocarbon Storage Facilities
Assignment on Overview of Oil and Gas Industry

16 Topics
Objectives - Mindmap
Impacts of ML in O&G Industry - A Review - Part 1
Impacts of ML in O&G Industry - A Review - Part 2
Seismic Data Processing Techniques - Part 1
Seismic Data Processing Techniques - Part 2
Geomodeling Process
ML in Reservoir Engineering (Reservoir Rock Classification) - Part 1
ML in Reservoir Engineering (Reservoir Rock Classification) - Part 2
Optimal Production Engineering in O&G Industry
AI in upstream Sector of O&G Industry
Advances in AI Technology for O&G Industry - Part 1
Advances in AI Technology for O&G Industry - Part 2
Fundamentals of Data Handling in O&G Industry - Part 1
Fundamentals of Data Handling in O&G Industry - Part 2
SOA of Big Data for O&G Industry
AI&ML Applications in Oil and Gas Industry

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AI & ML Applications in Oil and Gas Industry

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