I can name that tune in 6 weeks!

Seriously, I signed up for a sprint triathlon six weeks out last summer, and managed to finish it. Hadn't been swimming regularly for fitness in years, but I knew how to swim, and had never run in my life. I had been riding my bike pretty regularly prior to signing up.

As Knotted said, just do it!