Machine learning (ML) is a subset of artificial intelligence (AI) focused on developing algorithms and models that enable computers to learn from and make predictions or decisions based on data. Unlike traditional programming, where specific instructions are given to perform tasks, machine learning systems use statistical techniques to identify patterns in data and improve their performance over time without being explicitly programmed for every scenario. ML applications span various domains, including image and speech recognition, natural language processing, predictive analytics, and recommendation systems.