Machine learning (ML) is a field of artificial intelligence (AI) focused on building systems that can learn from and make decisions based on data. ML models analyse patterns and relationships within data to perform tasks like predictions, classifications, and recommendations. It encompasses various techniques, such as supervised learning, unsupervised learning, reinforcement learning, and deep learning, and finds applications in diverse areas like natural language processing, computer vision, healthcare, finance, and robotics.