Machine learning is a subfield of artificial intelligence that involves the development of algorithms and statistical models that enable computer systems to learn from and make predictions or decisions based on data. It is a process of training a computer to recognize patterns in data and make decisions based on those patterns. Machine learning has a wide range of applications, including image recognition, natural language processing, and predictive analytics.