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Faculty of Mathematics and Physics
Department of Theoretical Computer Science and Mathematical Logic
Machine Learning
Strojové učení
Kernel methods, Splines
Kernel methods, Splines
Section outline
◄
Introduction
►
Logistic Regression, LDA, QDA, Examples
Select activity Regression: Splines, Kernel Smoothing
Regression: Splines, Kernel Smoothing
File
Select activity Splines and Kernel Smootning
Splines and Kernel Smootning
Quiz
Select activity Demo Notebook in HTML
Demo Notebook in HTML
File
Select activity Notebook in *.ipynb format
Notebook in *.ipynb format
File
Select activity The dataset
The dataset
File
◄
Introduction
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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
►
Logistic Regression, LDA, QDA, Examples