Information theory and machine learning have a profound connection through Claude Shannon’s 1948 groundbreaking paper. Shannon’s work laid the foundation for modern information theory, and its applications in machine learning have significantly improved in recent years. Machine learning relies heavily on information theory to understand and manipulate data. The concept of entropy, which Shannon introduced, […]