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Data Science and Applied Machine Learning for Reservoir & Production Engineering
Saturday, July 25 - Sunday 26, 2026
9:30 PM Indian Time
60 Mins Per Day
Premium Workshop
For PEA Members Only
Learn how to apply data science and machine learning techniques to solve real-world reservoir and production engineering challenges using Python. This hands-on workshop is designed for oil and gas professionals looking to work smarter with their data.
Workshop Objectives
Understand core data science concepts and how they apply to reservoir and production engineering
Build and use machine learning models to analyze well and reservoir data
Handle, clean, and visualize production datasets using Python
Apply predictive models to support engineering decisions
Gain practical skills you can use immediately on the job
About the Presenter
Nashat Jumaah Omar - 12+Years of Experience In Oil & Gas Industry
Premium Workshop
For PEA Members Only
Foundation of SPE PRMS
This foundation workshop teaches you SPE PRMS, the oil and gas industry's standard system for classifying and reporting reserves. You'll learn why hydrocarbons in the ground aren't reserves, why every reserve must be tied to a real project, and how volumes move from discovered to commercial to booked. We use ultra-heavy oil field as a real-world case study to show how it all plays out.Built for engineers, geologists, and finance teams who work with reserves.