How do I run power from my house to my above ground pool? What do I need?

Best is to run an armoured 3 core cable from the switchboard to the pump. That's better and easier than running a conduit.

Success :)

You can read Section the NEC here:

NFPA 70: National Electrical Code®

You have to jump through a few hoops.