Chemometrics in Air Pollution
Offered By: University of Malaya via FutureLearn
Course Description
Overview
This course briefly introduces the causes and effects of air pollution.
Air pollution is a growing concern the we experience in our daily life. But not everyone has a clear understanding of what the sources of air pollution are. Here, you will not only learn how to identify them, but also understand the potential impact air pollution has in our present and future.
What are Chemometric models?
You will be able to learn the Chemometrics models, a new discipline in analytical science and how do Chemometrics models apply in mitigating the air pollution issue.
You will also learn how the initial analysis or preprocessing of the data is a significantly important step in the use of Chemometric models.
Chemometric applications in air pollution
In this course you’ll be able to see real examples that demonstrate and apply the Chemometric model. Making it a proficient and ideal tool mitigating air pollution.
To register in this course, you are required to have basic knowledge in Chemistry, Physics and Statistics.
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.
Syllabus
- Sources and potential impact of air pollution
- Introduction
- Fundamental of air pollution
- Composition of air pollutants
- Weekly wrap up
- Chemometric Models
- Basic statistics in chemometric modeling
- Initial statistical analysis in chemometric
- Fundamental of chemometric receptor models
- Weekly wrap up
- Chemometric applications in air pollution
- Basic Concept
- Data reduction and pattern recognition
- Weekly wrap up
Taught by
Nurrul jannah Md yahaya
Tags
Related Courses
Chemoocs-advanced : chimiométrie avancée, validation de méthodesAgreenium via France Université Numerique Statistical Inference of Omics Data with Variable-Selection
Chemometrics & Machine Learning in Copenhagen via YouTube Preprocessing Revisited
Chemometrics & Machine Learning in Copenhagen via YouTube Classical and Generalized Least Squares
Chemometrics & Machine Learning in Copenhagen via YouTube Partial Least Squares for Nonlinear Regression
Chemometrics & Machine Learning in Copenhagen via YouTube