Isatis.py training – Module 2: Exploratory Data Analysis | Training course
Learn to embed Isatis.py tools for data analysis, transformation and visualization into Python scripts.
Objectives
- Through hands-on practice with a real-world mineral deposit dataset, leverage Isatis.py’s Exploratory Data Analysis (EDA), data transformation, and visualization tools to deliver results and graphics efficiently.
- Learn Python coding best practices. Create clear, high-quality Python scripts that are easy to interpret.
- Enhance your geostatistical expertise and practical skills.
Module content
You will cover the following topics:
- 2D and 3D data visualization
- Declustering
- Principal Component Analysis (PCA)
- Desurveying and compositing
- Contact analysis
Outlines
- Hands-on software training: Engage in computer-based exercises using Isatis.py, reinforcing learning through real-world data scenarios.
- Personalized feedback: Receive individualized guidance and feedback from experienced trainers during online sessions to support your learning journey.
- Comprehensive resources: Access detailed course materials, including documentation, Python script files, and datasets, to reinforce learning and facilitate application post-training.
Additional modules
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 3: Kriging
3 hours
Master kriging 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.
Who should attend
Designed for geologists, geoscientists, and data scientists seeking to develop their skills in creating customized, flexible, and efficient geostatistical workflows using Python scripts and the Isatis.py library.
Prerequisites
Prior experience with Python scripting is required. The first module of this series, “Introduction to Python,” provides the necessary skills and knowledge. A solid background in practical geostatistics is also 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.