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  • Average client rating (based on 166 attendee reviews)

Hands on Machine Learning for Geoscientists and Engineers

Level: Skill | Type: Classroom | Discipline: Data Science

The five-day in-person course will focus on imparting practical ML skills for geological and reservoir engineering applications. Utilizing Python as the programming language, participants will be exposed to a comprehensive curriculum that covers exploratory data analysis, data preparation for modelling, and the application of fundamental ML concepts to real-world industry scenarios.

 

In our daily class, we follow a three-part structure. We begin each session with a review of fundamental concepts, ensuring a strong foundation of knowledge. Next, we dive into live coding demos where you actively participate, experiencing hands-on learning as we code together. Finally, we culminate each session with guided exercises that provide valuable practical experience, focusing on real-world geological and engineering tasks and datasets. Get ready for an immersive learning journey that combines theory, application, and exploration in the field of ML for geoscientists and engineers.

Hands-on Activities

  • Volumetric calculations with NumPy 
  • Formation Evaluation and EDA with Pandas 
  • Type well analysis with Pandas 
  • Well log prediction 
  • Predicting cumulative production
  • Facies analysis and clustering 
  • Production trends prediction using clustering analysis
  • 3D Facies modelling using ML
  • CO2 emissions prediction (Time series)




Customize your learning journey

Customize your own learning journey and track your progress when you start using a defined learning path.

In just few simple steps, you can customize your own learning journey in the discipline of your interest, based on your immediate, intermediate and transitional goals. Once done, you can save it in NExTpert-the digital learning ecosystem-and track your progress.

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The course is designed to accommodate those with no prior coding experience by introducing Python basics and guiding participants through hands-on exercises using geological and reservoir engineering datasets.


Upcoming Class

$3,000

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Start:
27 Apr
2026
End:
01 May
2026

Calgary, Alberta, Canada

Registration for this class closes on April 20.

If registration has closed, use the Contact us form to enquire about this class.