Which of these is a reasonable definition of machine learning?

Machine learning is one machine being used to help another machine to learn

Machine learning is the field of study that gives computers the ability to learn without being explicitly programmed

Machine learning always learns from labeled data

Machine learning is the science of programming computers

None of these options are appropriate