Explaining Machine Learning to someone who is not in IT could be hard. How does it work? What kind of Machine Learning type is possible?
Start as easy as possible. Everyone knows those simple games. You have a red square and need to try not get hit by the blue circles.
So how you can you teach this to a computer? Have a look here: