Virtual Classroom

Data Science for E&P Operations - Remote training

DAEP-EN-D

Who should attend?

  • The Data Science for E&P operations training will give an understanding of data analytics to all O&G professionals willing to understand how data science, and machine learning in particular, have become more and more common in the industry.
Public :
  • Professionals from all O&G disciplines who plan to have responsibilities in the data analytics domain.

Level :Awareness

Prerequisite :
  • No pre-requisistes are necessary to follow this course.

Course Content

  • INTRODUCTION TO DATA SCIENCE & ANALYTICS FOR O&G PROFESSIONALS

  • MACHINE LEARNING CONCEPTS

  • PYTHON SCRIPTING

  • TEXT ANALYSIS USING MACHINE LEARNING

  • OBJECT DETECTION

  • ML MODEL EVALUATION/VALIDATION

Learning Objectives

  • Upon completion of the course, participants will:
  • Learn the main concepts of data science,
  • Understand the machine learning/artificial intelligence concepts,
  • Be able to build a basic python program,
  • Learn about ML applications for O&G industry,
  • Be able to interact with data scientists/ITs involved in ML applications.

Ways & Means

  • Interactive lectures, case studies and exercises.

More

Coordinator :IFP Training trainers (permanent or contracted) having a good expertise and/or experience of the related topics, trained to adult teaching methods, and whose competencies are kept up-to-date.

To French entities : IFP Training is referenced to DataDock ; you may contact your OPCO about potential funding. Please contact our disabled persons referent to check the accessibility of this training program : referent.handicap@ifptraining.com