There are trainstation nearby in:
Oisterwijk
Tilburg
's Hertogenbosch

You can check https://www.9292.nl/ how to get to the station. If you give the directions it show's both bus and train stations and times.

At most stations and buses you can pay (by bankcard) to buy a ticket, but please check this in front on https://www.9292.nl/