Ian Stewart's book, "17 Equations that Changed the World," describes how these equations came to be used in machine learning :- Pythagorean's Theorem: Although this theorem is best recognized for its geometric uses, it is important in machine learning, particularly in relation to distance-based techniques like k-nearest neighbors. Logarithms: These are used in ML approaches... Continue Reading →