In the context of artificial intelligence, "machine learning" refers to a subset that enables systems to learn and improve from experience without being explicitly programmed. It involves algorithms that analyze data, identify patterns, and make predictions or decisions. Machine learning is instrumental across various applications, including image recognition, natural language processing, and automated systems. By using large datasets, machine learning models can adapt to new information, allowing them to solve complex problems and enhance their accuracy over time.