Do get some books, the Public library should have a few.
I actually studied for a month or two before I started just a few years back. There is a basic Safety Protocol that needs learning and a standard procedure.
And Iowa Fox is right, that's just what I did. Second hand single stage press and a few other items used off ebay, You don't need ALL the stuff right away.
I think I got enough gear to begin loading for just under $200 and that included components like powder, primers, brass and bullets, I bought more items as the year(s) passed and it's soon enough you'll have plenty of gear.
Loading for me began as a cost saving measure (because factory ammo isn't going down in cost).
Becoming a proficiant shooter requires practice, (there's the increased cost,,you shoot more),,
, but more important the ability to "tailor" ammo to your gun is priceless
Go ahead and make the move, do it. You can look here at GBO's classified section for gear, and theres other places for used gear too. As an aside if you find it's not your cup of tea you can always sell your stuff, if cared for proper items loose little value, or you can trade off to upgrade as you see fit.