Statistical methods for data mining
Course Description
Statistical methods applied on solving prediction, classification and clustering problems in mining high dimensional data. Foundation of of statistical analysis. Selection of some linear and nonlinear models. Selection of multivariate exploratory techniques. Supervised and unsupervised methods. Data mining case studies in bioinformatics, finance, text classification and in web information retrieval.
Study Programmes
Postgraduate doctoral study programme
Literature
Lecturers
For students
General
ID 154765
Summer semester
6 ECTS
L0 English Level