Machine learning is a subset of artificial intelligence (AI) that involves developing algorithms that allow computers to learn from and make predictions based on data. Through techniques like neural networks and deep learning, machine learning enables systems to improve their performance over time without being explicitly programmed. Machine learning is widely used in applications such as predictive analytics, allowing a business to quickly uncover changes in customer data.