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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
Solution to practicals
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
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Demo *.html
Demo *.ipynb
Excel demo
EM Examples
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EM spreadsheet
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Notebook
Association Rules, Version Space
Simple demo Apriori
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Simple demo PyGol
ILP Train task
Minor changes in slides
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Discussion
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SVM
SVM
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