It really is that easy. I did some very simple splicing in a genetic engineering lab in undergrad with soybeans, and while there was less DNA (which we extracted for PCR), the process was still mostly centrifuging and alcohol.
Here's another source on the strawberry thing[1].
[1] http://genetics.thetech.org/online-exhibits/do-it-yourself-s...