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◄ Linear methods for regression
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All slides, ver. 24th March 2026
May 6th The lecture is canceled due to business trip to Brussels..
Linear methods for regression
Regression: Splines, Kernel Smoothing
Splines and Kernel Smootning
Demo Notebook in HTML
Notebook in *.ipynb format
The dataset
Linear Models for Classification - slightly updated slides
Logistic regression spreadsheet
Logistic Regression, LDA, GAM, LogitGam Python demos
Today, not a test. A questionnaire on Logistic Regression numerical stability
Model Assesement
Slides4
Demo *.html
Demo *.ipynb
Slides
Demo *.html
Demo *.ipynb
Excel demo
Slides
EM Examples
Slides
EM spreadsheet
Slides
Notebook
Association Rules, Version Space
Simple demo Apriori
Slides
Simple demo PyGol
ILP Train task
Minor changes in slides
Slides
Discussion
Oznámení
SVM
SVM
Regression: Splines, Kernel Smoothing ►