If the cable you run from inside the house is attached to the LOAD side of the basement GFCI then there is no need for an exterior GFCI cause the line is already protected by the interior GFCI. And this allows you to use UF cable buried at only 18" deep. But, if the power cable is not fed from the LOAD side of the interior GFCI then this cable is required to be buried 30" deep and a GFCI receptacle installed at the pond location.
If you do install UF then both ends of the cable need to be sleeved with conduit. I would really suggest using PVC conduit instead of Ridgid. This ridgid conduit is not the same as regular EMT metal conduit, it is way different. Regular EMT cannot be used for this.
As Hazy says, the receptacle needs to be mounted 18" above ground level in a waterproof outdoor box and then a "while in use" box needs to be installed ontop of the box to ensure water doesn't penetrate it. Here's a link that'll show you what they look like, they're sold at Home Depot.
http://www.leviton.com/sections/prod...ts/s5c12p7.htm
You can use a piece of pressure treated 2x4 for the stake. but one end should be placed in a coffee can and then filled with concrete and then buried to give it stability so it doesn't topple over. This should be placed within 4 feet of the pond so the cords can easily reach it. And don't bury the pump or lamp cords in the earth, under mulch should be fine.
You'll need to call your diggers hotline so your utilities can be flagged prior to digging.
Here's another link that may help you out, though the buriel depths on this link are not correct. In fact you should really contact your local inspection office to find out the local requirments.
http://www.dulley.com/diy/dw107.htm