Join us for an immersive workshop tailored for professionals in the oil and gas industry to understand how machine learning can be implemented in production engineering and production monitoring domain Through hands-on exercises, attendees will explore data manipulation, visualization, and analysis techniques essential for optimizing production workflows.

Workshop Objectives

Day 1: Regression Problems in Production Domain Data


In day one the following topics will be covered.


Introduction to python.

Python as a tool for ML.

Introduction to regression problems(prediction)

Types of regression.

Time Series Analysis.

Hands on project on Regression Analysis


Day 2: Classification on Production Data


In day 2 we will be taking a look at the possibilities and features of applying classifications algorithms to oil and gas data.


Introduction to Classification.

Introduction to Decision tree

Introduction to Labeled Data

Hands on Project on Classification



About the Presenter

Mr. Nashat Jumaah Omar - 12+Years of Experience In Oil & Gas Industry

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