From analysing their previos transactions how can I predict for what type of product is the customer more likely to take take an EMI
This problem could also be formulated as a recommendation system for your marketing department.
Given the user's past purchases and the product information and payment methods, you could build a recommendation model to recommend products for your marketing department to push forward for the specific customer.