> Is this easy to do, if like me, you've never soldered anything in your life?
We all had to start somewhere

You could practice on scrap stuff until you get confident. Satcure have a section on this
here. They'll even sell you an iron, solder and solder removal braid!!
Some of the capacitors had the leads kinked to hold them in place when they were originally flow-soldered. I used a solder sucker to remove the old solder and usually you can then wiggle the leads free. Sometimes a little more heat and the component will come out, but these stayed fast, one concern is being too heavy handed will lift the track.
In the most though as this is a power supply the tracks are quite thick and it's a fairly easy job as the components are pretty big. Taking a look at the picture of the V2.0 board on
Satcure this board runs from the back to the front of the box so is quite big. The components themselves are between 7-10mm round with the leads a few mm in from that.
None of the removed capacitors showed any signs of damage as given in his example pictures. I think they will also change the components for you for a fee.