If you want guides for the various technology (software, mainly) that you'll need, the
O'Reilly Books are generally considered to be authoritative. Be advised that these are technical reference manuals, with the jargon and price tag to match.
As far as the actual hardware setup goes, I don't know of a specific guide for that, though I can direct you to a few rather pricey courses.
What we're trying to impress on you (among other things) is that this is not amateur stuff you're looking at here. If you want to go ahead, you can, but there's going to be a lot of seat-of-pants flying.
Google will be your best friend for this project.