It really depends on what sort of flying you'll be doing. You mention Emirates, however remember that emirates is not aligned with any major alliance, so chances are any points you earn with Emirates will have to be used to go to an Emirates destination.
I am new to travelling. We are looking to travel overseas next year. Just wondering which airline offers the best frequent flyer programs. We may be looking to fly with Emirates