CAE (Accurately named ECFT) will pick you up and drop off at your hotel, which is a nice touch. The JW has a great exec. lounge, but it is a several long block walk to the nearest commercial street. The Renaissance is similar, but a few blocks farther still.
Many of the instructors stay at the Dubai Creek Marriott.
Cheers!