If you plan on doin' this for a while
50 gal promix / peat based stuff
30 lbs worm castings
4 cups blood/bone/kelp meal, dolomite, greensand
2 cups epsom salts
x perlite
The soiless mix that you posted will work. What I just posted is really the same thing, just scaled up. Greensand dooes break down slow, but the kelp meal breaks down faster. I like to cook this mix for a couple weeks before I use it. The cooking period seems to make it more consistent. With this formula, you can do water-only for 2-3 months depending on what/how fast the plant eats.
As far as liquid ferts, I like the Miracle Grow Organic 8-0-0 stuff made from sugar beats. Plants seems to like it, and it's hard to OD with it. Alaska makes 0-10-10 fish emulsion that doesn't really stink. That's a pretty popular product. Other than those and the Espoma Bio-tone (bacterial and fungal) liquid, the plants get worm casting tea.
It all depends on how complicated you want to make it. Some people make bins of mixes, or have a recipe of liquid stuff in bottles. Some people just buy some Miracle Grow Organic peat-based mix, add dolomite (lime) to it and use some easy liquids for fertilizer (like the 8-0-0 and 0-10-10 I mentioned).