What Is the Difference Between Machine Learning and Machine Teaching

Machine learning is where a computer learns to extract knowledge from data, without being told what the knowledge is. Machine teaching is all about a machine being able to learn from a human teacher, but without any other data. When humans teach another human, the process looks very different from when a human teaches a machine, but can we teach a machine like we teach another human?