Review of multivariate statistics. Acquiring, interpreting and processing large data sets. Introduction to dimensional reduction techniques such as principal component analysis (PCA) and projection of latent structures (PLS). Introduction to Artificial Neural Networks. Introduction to data clustering. Chemical and materials engineering applications.
Review of multivariate statistics. Acquiring, interpreting and processing large data sets. Introduction to dimensional reduction techniques such as principal component analysis (PCA) and projection of latent structures (PLS). Introduction to Artificial Neural Networks. Introduction to data clustering. Chemical and materials engineering applications.