I was a master welder for 40 years, just retired. I'll try and help you out.
First, welding furniture is a breeze with a MIG welder, you need the gas though, i don't advise flux core wires due to the occurrence of porosity most welding , supply shops, like Airco, Boc etc .will supply your needs as far as Gas & Wire known in the business as consumables. With a MIG you can weld stainless, and mild steel, you can buy an inverter type 120 volts will handle most residential uses. Going into Aluminum requires AC current then you need more juice 240 volts. Hey equipment changes often so i don't know what improvements they've made.
Stick welding old school stuff takes practice, practice, is a good all position fix , but requires much skill out of the flat position.
If you can solder you can gas weld with practice, you would need Oxy - Acetylene and gas torches, you can also cut steel with this set up. Filler rods and Flux as in soldering varies from metal to metal, again check with a welding supplier.
The last phase is TIG welding, stands for Tungsten Inert Gas, if you can gas weld proficiently you're ready for TIG. This was my wheel house, where i made my $$$. Great for welding nearly all metals especially thin gauge, i used bars of copper on the back side of my welds for purity.
I'll give you a couple tips ,collect as much metal as you can any shape or form. I repair my own railings around the house, i have a good set up though MIG - TIG plus Oxy - Acetylene. Fabricating furniture is a great idea , you can any shape or form, your can create a lawn bear, lawn or porch bench, or Nittany Lion. Once someone knows you have a welder you'll be in need
Use safety equipment good leather gloves, safety glasses, and don't wear synthetic clothing, wear jeans & a welding jacket about $25. I know it sounds silly but invest in welding masks, some metals are painted , and coated, or oily remove it by grinding before welding.Chromes & Galvanized metals are toxic.
I hope i answered at least some of your questions. BTW you can always take a night course at a local Vocational School, that' my recommendation. If you need any other questions answered post here or if i can give you my E - mail.