Day 2

Sampling and overfitting


 Author: Paul Tresson
 Slides: https://ai-ecol.github.io/chapters/2026_day2_sampling_and_overfitting.pdf





Decision trees and random forest


 Author: Paul Tresson
 Slides: https://ai-ecol.github.io/chapters/2026_day2_decision_trees_and_random_forests.pdf


Projections and clustering


 Author: Paul Tresson
 Slides: https://ai-ecol.github.io/chapters/2026_day2_projections_and_clusterings.pdf


GMM


 Author: Léo Blondel
 Slides: https://ai-ecol.github.io/chapters/2026_day2_GMM.pdf


Logistic Regression


 Author: Léo Blondel
 Slides: https://ai-ecol.github.io/chapters/22026_day2_logistic_regression.pdf