Terravision runs a shuttle bus from Bergamo to Milano Centrale. Buy tickets at the glass counter just before you exit airport.
Same buses run from where you are dropped off back to the airport. Check the terravision or Ryanair website.
Just get on the No17 tram from Duomo or Cadorno out to the...