Teaching Activities

List of Roles:
lecturer, instructor

Study Program:

  • Master's Study Program Intelligent Transport Systems (N1041A040007)
  • Master's Study Program Smart Cities (N1041A040004)

Department:

Department of Applied Mathematics

Annotation:

Stocastic modelling, estimation, prediction, filtration, control, methods of data analysis: k-means, DBSCAN, naive Bayes, decision trees, support vector machine.

chci se dozvědět víc

List of Roles:
guarantor, lecturer, instructor

Study Program:

  • Bachelor's Study Program Professional Pilot (B1041A040004)
  • Bachelor's Study Program Program Socrates-Erasmus (ERSMB)

Department:

Department of Applied Mathematics

Annotation:

Definition of probability, random variable and its description, known distributions, random vector, function of random variable. Methods of point estimation. Testing of statistical hypothesis. Regression and correlation, linear regression, correlation coefficient, coefficient of determination, the general linear model, statistical inference in linear regression, analysis of variance, multiple regression, the use of matrices in regression.

chci se dozvědět víc