Thanks for the input. I went to pick up some essential tools and some leather this morning at Tandyleather to get me started. I'll list what I got below.
I still need to pick up a Chisel, mallet, needles, and thread to have all the minimum tools. Other than that I think I'm about ready to get into it? I'm considering a clamp that can attach on to my table but I guess I can decide on that later on.
What I picked up at Tandyleather:
Scratch Awl
Saddlemaker's Groover
Edge Beveler
Multi-Size Slicker
Adhesive
Smooth Grain Leather