Vrije Universiteit Amsterdam
Amsterdam, The Netherlands
Area of Study
Taught In English
Course Level Recommendations
ISA offers course level recommendations in an effort to facilitate the determination of course levels by credential evaluators.We advice each institution to have their own credentials evaluator make the final decision regrading course levels.
Recommended U.S. Semester Credits3
Recommended U.S. Quarter Units4
Hours & Credits
This course introduces students to multivariate statistics and data analysis. The students need to grasp theoretical foundations of multivariate methods and to be able to use them in practice with real data.
The course will introduce the basic theory and applications for analyzing multi-dimensional data. Topics include multivariate distributions, Gaussian models, multivariate statistical inference and applications, classifications, cluster analysis, and dimension reduction methods. Course content is subject to change in order to keep the contents up-to-date with new developments in data science.
FORM OF TUITION
Lectures, tutorials, computer-lab.
TYPE OF ASSESSMENT
Courses and course hours of instruction are subject to change.
Some courses may require additional fees.