Advanced Chemometrics and Machine Learning
The aim of the course is to provide participants with an in-depth knowledge of how to analyze data. We assume that the participants have already had some limited experience with data analysis but want to become fully professional in building models also on complicated data. Focus will be on multivariate chemical data coming from spectroscopy, chromatography, sensory analysis and many others.
The course will enable the participant to:
- Validate and improve advanced models
- Build calibration models of complex data
- Make classification models
- Preprocess data before analysis
- Apply common machine learning tool
- Present and visualize complex data.