Discover the basics of Chemometrics methods
In-house sessions
Unscrambler®, PLS_Toolbox®, SOLO®, SIMCA®, MATLAB® environment
2 days
Researchers, scientists and engineers
Objectives
This training session on multivariate data analysis is intended for people wishing to:
- Learn the basic methods of data analysis
- Become autonomous in data processing
- Assimilate the key steps of data analysis methodology
During the training, the method principles are introduced by a geometric approach. Emphasis is placed on the practical use of the methods and the interpretation of the results.
Application exercises are proposed for each method. Training can be held on various chemometrics software: Unscrambler® (Camo Analytics), SIMCA® (Umetrics Sartorius), PLS_Toolbox® (Eigenvector Research Inc.) or software under Matlab® environment (MathWorks).
Need a specific training?
Our team study your request to offer you the most suitable and personalized training.
Program
Day 1: Exploratory analysis
- Introduction – Chemometrics
- Principal Component Analysis (PCA)
- Theoretical principle
- Interpretation
- Detection of outliers
- Application on data set and software
Day 2: Quantitative predictive modeling
- Linear multivariate regression models (MLR, PCR, PLS)
- Theoretical principle of multivariate regressions (MLR, PCR, PLS…)
- Model validation methods
- Detection of outliers
- Optimization
- Application on data set and software
Our trainer team
They talk about us
« Ondalys, training sessions tailored to our needs »
Metrohm involved Ondalys in many of their advanced trainings on chemometrics. As everyone knows this is not a topic of high entertainment value but here Sylvie Roussel and her team made a big difference! The interactive exchange during the training, the stories told to draw the picture behind the data and the down to earth work sessions helped everyone to get a much better understanding of the topic. In particular we are very happy that our cooperation help a lot to achieve the goals of the trainings. All participants confirmed the positive impact and like to see more in future.Our expertise for the analysis of your data
With over 20 years of experience in data analysis applied to spectroscopic, analytical and sensory data, the experts in our teams support you at every stage of your projects.
