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DL 1
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Machine Learning
Strojové učení
Machine Learning
Machine Learning
Section outline
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Introduction
Select section Machine Learning
Select activity All slides, ver. 27th February 2025
All slides, ver. 27th February 2025
Datei
Select activity Consultations: Thuesday 14:00-15:00, S303.
Consultations: Tuesday 14:00-15:00, S303.
Direkt zu:
Kursübersicht
Introduction
Kernel methods, Splines
Logistic Regression, LDA, QDA, Examples
Model Assessment
Decision Trees, MARS
Ensemble Learning
Gaussian Graphical Models
Gaussian Processes and Bayesian Optimization
Clustering
Bayesian Methods, EM algorithm
Association Rule Learning
Inductive Logic Programming
PCA Extensions, Independent Component Analysis
Archive
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Introduction