This is from the Marhaba book:
Dhow trips around Doha Bay start from the Jetty near Al Mourjan Restaurant at the Balhambar, on Doha's corniche and cost QR 10 for adults and QR 5 for children

Also, many of the tour companies
(Arabian Adventures, Black Pearl, etc) offer a trip to an island.