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Faculty of Mathematics and Physics
Department of Theoretical Computer Science and Mathematical Logic
Machine Learning
Strojové učení
Machine Learning
Machine Learning
Section outline
►
Introduction
Select section Machine Learning
Select activity All slides, ver. 24th March 2026
All slides, ver. 24th March 2026
File
Select activity May 6th The lecture is canceled due to business trip to Brussels..
May 6th The lecture is canceled due to business trip to Brussels..
Journal
Next lecture May, 20th.
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Main course page
Machine Learning
Introduction
Kernel methods, Splines
Logistic Regression, LDA, QDA, Examples
Model Assessment
Decision Trees, MARS
Ensemble Learning
Bayesian Methods, EM algorithm
Clustering
Association Rule Learning
Inductive Logic Programming
Gaussian Graphical Models
Gaussian Processes and Bayesian Optimization
Archive
Support Vector Machines + Further Methods
►
Introduction