Machine Learning (IML)

• Forum Forum

1 - Introduction

• Assignment Due Labwork - Introduction to classification approach
• Assignment Due Labwork - Data Visualization

2 - Clustering

• Assignment Due Labwork Clustering

3 - Optimization

• Assignment Due Labwork - Introduction to optimisation
• Assignment Due Labwork - Introduction to Optimization - Constrained Optimization

Supervised Learning

• Assignment Due Practice Session Logistic Regression
• Assignment Due Linear SVM Labwork
• Assignment Due Practice Session Work : Kernel SVM
• Assignment Due Model Selection
• Assignment Due Challenge

Trees and forests

• Assignment Practical work - Decision trees
• Assignment Practical work - Random forest
• Assignment Practical work - Boosting

Examen Machine

• Assignment Dépôt - Rattrapage - Examen Machine