How do I change the partition table for my hard drive?

Question

I have an external hard drive with Master Boot Record partition table.

I wish to change that to GUID so that I can modify the partition on the fly next time. How do I do that? Is it possible to do with disk utility?

(Similar to this, but I have an external hard drive)