Certificate of Achievement
has completed the following course:
This online course briefly introduces the causes and effects of air pollution in Asian countries, the use of chemometric models, and chemometric application in air pollution.
3 weeks, 2 hours per week
Dr. Md Firoz Khan
Senior Lecturer at the Faculty of Science
Universiti Malaya
Transcript
Learning outcomes
- 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)
- Evaluate the quantitative non-negative data distribution by Positive matrix factorization (PMF) model
Syllabus
- 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
Issued on 26th January 2021
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