The document discusses supervised machine learning. It defines supervised machine learning and provides examples of regression, classification, and ranking problems. It also includes examples of datasets with features and target values for classification and regression problems. Machine learning algorithms are trained on these labeled examples to learn a function that maps new examples to output labels.