Hi nzcassie, welcome to Cruise-Chat! It's about 35 miles from the airport to the port. There are a few shuttle services out there. I Googled transportation from Santa Ana to Port of Los Angeles and got quite a few hits. It looked like it was around $55 for most of the companies I clicked on the links to.
Hope you have a fantastic cruise!