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Faculty of Mathematics and Physics
Department of Theoretical Computer Science and Mathematical Logic
Machine Learning
Strojové učení
Archive
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Section outline
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PCA Extensions, Independent Component Analysis
Select activity Recordings from the year 2021 česky strojoveucen...
Recordings from the year 2021
česky
strojoveuceni2021.zip
English
machinelearning2021.zip
.
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PCA Extensions, Independent Component Analysis
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Main course page
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
PCA Extensions, Independent Component Analysis