Isatis.py training – Module 5: Multivariate estimation | Training course
Learn to develop advanced multivariate estimation routines using our Python geostatistics library, Isatis.py. Develop your geostatistical analysis and practical skills.
Objectives
This module is dedicated to mastering multivariate estimation techniques using Isatis.py, providing participants with essential skills for complex data analysis.
Key features
- Uncertainty Quantification: Learn how to quantify uncertainty on a real ore deposit using a Python procedure.
- Course Material Provided: Receive comprehensive documentation, training data, and Python draft scripts that can be reused in your workplace.
- Language Options: The course will be conducted in either French or English, depending on the participants.
Module content
- Ordinary co-kriging
- Rescaled co-kriging
- Multivariate simulations
- Projection Pursuit Multivariate Transform (PPMT)
Additional modules
Completion of previous modules or having experience in geostatistics and Python coding is required for participation in any of these modules.
- Module 1: Introduction to Python
October 9th, 2024 – 3 hours
Focus on the Python introduction and presented our solutions and how it is related to the language. - Module 2: Exploratory Data Analysis
October 11th, 2024 – 3 hours
Focus on diving in Exploratory Data Analysis, how to explore data completely. - Module 3: Kriging
October 15th, 2024 – 3 hours
Focus on mastering kriging using Isatis.py. - Module 4: Continuous simulations
October 17th, 2024 – 3 hours
Focus on mastering uncertainty quantification using Isatis.py. - Module 6: Indicators estimation and simulations
October 25th, 2024 – 3 hours
Focus on mastering indicators, and categorical variables using isatis.py. Plurigaussian simulations and Sequential Indicator simulations applications are exercised.
Who should attend
Geologists, geoscientists, environmental engineers, anyone wishing to gain the skills needed to use Python to estimate a quantitative variable.
Prerequisites
Prior knowledge of scripting with Python is required to participate, and a solid background in practical geostatistics is recommended.
Training – Registration policy
Qualiopi label, a guarantee of the quality of our training
Our training courses are Qualiopi certified. That means that they comply with a unique French national quality reference system. This recognition guarantees the quality of the training courses we deliver and allows our trainees to be eligible for various French funding.
Registration Fee
Class fees include one set of course materials and one full Isatis license valid for one month.
Attendees are invited to use their own laptop for computer exercises. A temporary demo version of the software package(s) used for this purpose (i.e. Isatis, Isatis.neo or Kartotrak) will be freely supplied by Geovariances.
For courses to be held in Geovariances only, if you are unable to bring your own laptop during the training session, be sure to inform your sales contact and Geovariances will endeavour to provide you with a computer for the session duration.
Please note that admission will be only confirmed on receipt of your formal purchase order and after full payment.
Payment
Geovariances will invoice your company for the approved course cost amount in full unless cancellation notice has been given 10 working days before the course date.
Payment is required prior to the course to confirm the registration.
Payment options: credit card (American Express is not accepted – please provide with your card details) or wire transfer to BRED Fontainebleau HDV – IBAN number: FR76 1010 7003 2700 0302 7055 623.
Venue
Courses can be organized in or outside Geovariances premises (hotel, client premises). Please refer to the course description for more details.
Training hours are from 9:00 am to 5:00 p.m. unless otherwise specified.
Accomodation
Fee does not cover hotel accommodation. Attendees should make their own reservations directly.
Cancellation
No refund will be made for cancellation notified by a registered participant to Geovariances within 2 weeks (10 working days) prior to the course or for ’no shows’.
Attendee can be substituted.
Geovariances reserves the right to cancel a session if the minimum number of registrations is not reached and to schedule an additional session if the number of registrations is in excess of the maximum number of attendees.
Queries
Should you have any question or need further information, do not hesitate to contact us.