Isatis.py training – Module 3: Kriging | Training course

• Use Isatis.py’s variographical analysis and kriging tools on real-world datasets to gain practical experience in effectively delivering results and graphics. First, learn to generate a 2D contamination map from pollution data, then produce a 3D model of an iron deposit while managing domain limits with polygons.
• Learn Python coding best practices. Create clear, high-quality Python scripts for easy interpretation.
• Enhance your geostatistical expertise and practical skills.

• Analysis of spatial continuity using variograms.
• Simple kriging
• Ordinary kriging
• Estimation validation
• Selection from polygons

• Receive documentation, training datasets, and reusable Python scripts to apply in your workplace.
• The course is available in French or English, based on participants’ preferences.

The Isatis.py training program comprises a series of 6 modules that can be completed independently:

• Module 1: Introduction to Python
  3 hours
  Get acquainted with Python and explore how Isatis.py is connected to this programming language.
• Module 2: Exploratory Data Analysis
  3 hours
  Master Exploratory Data Analysis (EDA) to effectively explore data using Isatis.py.
• Module 4: Continuous simulations
  3 hours
  Master simulations and uncertainty quantification using Isatis.py.
• Module 5: Multivariate estimation
  3 hours
  Master multivariate estimation using Isatis.py.
• Module 6: Indicators estimation and simulations
  3 hours
  Master estimation and simulation of indicators and categorical variables using Isatis.py.

Designed for geologists, geoscientists, environmental engineers, and professionals looking to develop their skills in creating customized, flexible, and efficient geostatistical workflows based on Python scripts.

Prior knowledge of scripting with Python is required to enroll.