Machine learning¶
Calibration and selection¶
How to tune a machine learning model and select the best one.
Classification¶
How to create a classification model.
Clustering¶
How to create a clustering model.
Dimension reduction¶
How to reduce the dimension of a high-dimensional variable.
Quality¶
How to assess the quality of a machine learning model.
Regression¶
How to create a regression model.
Data transformation¶
How to transform the data before training.