What is Machine Learning?

Machine Learning is Statistics taken over by physicists along with some mathematicians, computer scientists, econometricians and rogue statisticians.

Machine Learning is the engineering meaningful data representations, the science of designing and solving an optimization problem and the art of rationalizing and visualizing the output.

Machine Learning is nothing without optimization.