The main objective of this course is to equip students with the traditional and modern multivariate statistical methods. Students will learn the motivation behind these methods, how to apply them and interpret the results obtained. Focus will be on understanding distributional results rather than the technical derivations. Students will gain competency in writing R scripts for applying the multivariate methods learned.