I sell a watercolor kit and think it's a heck of a deal. It has everything you need and you get the lessons free if you buy a kit.
Your own supplies will work just fine too! Here's what I'd recommend:
If you want to splurge on one thing, get Arches Cold Press paper. It's what I include in my kit and it makes a big difference.