Create customer persona in machine learning



I want to create customer personas for restaurant customers and my problem is how i predict customer favourites items combination like he take starter with liquor or prefer beer with main course.
So how we create that personas at customer level in machine learning.


In my opinion, the problem can be classified as a market basket problem/Association rule learning problem. Please go to the below link for studying market basket analysis.