What is machine learning, and when did it first emerge?

Machine learning  is a branch of AI concerned with understanding and developing methods that learn,"  that is, methods that use data to improve performance on a set of tasks.  Machine learning algorithms construct a model from sample data, referred to as training data, in order to make predictions or decisions without being explicitly programmed to do so. It first emerged in the 1960s.