A problem is where you want to discover the inherent groupings in the data, such as grouping customers by purchasing behavior. supervised clustering association unsupervised An association rule learning problem is where you want to discover rules that describe large portions of your data, such as people that buy X also tend to buy Y. supervised unsupervised association clustering