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
Attendees will be able to implement the following skills:
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
IFPT Account
