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Machine Learning
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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
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Select activity Consultations: Thuesday 14:00-15:00, S303.
Consultations: Tuesday 14:00-15:00, S303.
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Page d'accueil du cours
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
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Introduction