Machine learning refers to the process of training and developing algorithms and models that can analyze and interpret data, usually to make predictions or decisions based on data. This involves using techniques and methods from fields such as machine learning, statistics, and data analysis to develop and evaluate algorithms that can handle large amounts of data.