Data-driven methods

Introduction¶

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

Data-driven methodologies¶

train set validation

types: supervised, unsupervised, reinforcement learning

supervised: classification, regression

Supervised learning¶

Regression¶

Classification¶

Unsupervised learning¶

Reinforcement learning¶

Exercises¶