– Online Course
Chemometrics in Air pollution. Chemometrics is the science of extracting information from chemical systems by data-driven means.
Who is the course for?
This course is designed for those interested in learning about Chemometrics in air pollution and that have a basic knowledge of Chemistry, Physics and Statistics.
What topics will you cover?
Fundamental of air pollution
Composition of air pollutants
Basic statistics in chemometric modeling
Initial statistical analysis in chemometric
Fundamental of chemometric receptor models
Data reduction and pattern recognition
What will you achieve?
By the end of the course, you‘ll be able to…
Interpret air pollution
Classify composition of air pollutants
sources and effects
Identify the initial knowledge on the data using basic statistics
Explore the versatile directions of application for chemometric receptor models
Describe the ways of data reduction using principal component analysis -multiple linear regression (PCA-MLR) and principal component analysis -absolute principal component score (PCA-APCS)
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