Machine learning: A subset of Artificial Intelligence

Machine Learning (ML) is a subset of Artificial Intelligence that empowers systems to learn from data and make decisions or predictions without being explicitly programmed. It represents a major shift from traditional rule-based programming to systems that adapt and improve over time. This comprehensive guide delves into the theoretical foundations, types, algorithms, tools, applications, challenges, and the future of Machine Learning. It covers supervised, unsupervised, semi-supervised, an...