Complete novice - Yes.
Relative novice.... Not so bad.
I did mine and although it was a bit fiddly, I had no real problems.
If you have changed your own oil, filters, plugs, brakes, taken the tank off and little bits like that, then you probably have enough smarts and sensibility to manage this easy enough.
But get a manual, just to be safe.
I still refer to mine, to make sure I don't miss the silly little things!!