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Walk toward Imerovigli on the path along the cliff. I can't remember precisely where it is, but it's on that path. You have to get past Fira and the museum first, but you can't really miss it.
The boat is about 10 feet away from you on the house. You can't walk onto the roof of the house since it's a private home, but all those pictures you've seen are taken from the path.