Models that predict: from the line to the trees

- Welcome
Block 1: Several variables: reading the knobs of a regression
- From one knob to several
- Categories, interaction effects and residuals
- Block 1 exam
Block 2: Forecasting over time: trend, seasonality and the rule without a model
- Anatomy of a series
- Forecasting without cheating
- Block 2 exam
Block 3: Classifying: from probability to the tree
- Predicting a yes or a no
- A tree: chained questions
- Block 3 exam
Block 4: Many trees, and when not to train anything
- Forests: many models are better than one
- Train a model or ask one that is already trained?
- Block 4 exam