Machine learning is a subset of artificial intelligence (AI) that involves training algorithms to recognize patterns in data and make decisions based on that data. In machine learning, algorithms are trained on a dataset, which is a collection of examples that represent the problem being solved. The algorithms learn to identify patterns in the data and use these patterns to make predictions or decisions about new data.