Yes, a bike will do the trick. I suggest getting a proper racer with ten gears - maybe a Bianchi - they offer a great choice from about £400 to £4000. Build up slowly from half hour rides till you can manage 5 hours on the weekend. You will be superfit. Take loads of water or energy drinks and needless to say some healthy food. Good luck!