Linear Algebra for Machine Learning and Chemometrics

It has been said that “linear algebra is the language of machine learning and chemometrics.” Linear Algebra for Machine Learning and Chemometrics provides the necessary mathematical background required to understand what’s going on “under the hood” of most machine learning methods, and makes chemometric literature accessible. This half-day course introduces concepts that are required for a complete understanding of common techniques such as Principal Components Analysis, Partial Least Squares Regression, Multivariate Curve Resolution and other machine learning methods.