[R] Normalize data

[Noah Silverman]

Hello,

I'm coming from RapidMiner, so some of the "easy" things there are a bit 
difficult for me to find in R

How do I normalize data in a data frame.  Ideally I want to scale the 
values for each column in the range of (-1,1)


Thank You,