9. Data-driven methods

9.1. Introduction

Not really an advanced introduction, just to set the language. Many books on this topics

9.2. Data-driven methodologies

train set validation

types: supervised, unsupervised, reinforcement learning

supervised: classification, regression

9.3. Supervised learning

9.3.1. Regression

9.3.2. Classification

9.4. Unsupervised learning

9.5. Reinforcement learning

9.6. Exercises