ML Unsupervised Learning

For discovering hidden patterns in data. The target variable is not available. Dataset is a collection of unlabelled examples. Usually large, as biggerr samples better reflect the probability distribution of the data.

  • Clustering … organize items based on similarity according to a distance metric
  • Association … discover co-occurrences between features (if you buy milk, you prob also buy cheese)