<p>Take a close look at the common data set for each school you are interested in. Ask a GC to help you interpret it. Acknowledge that Columbia is one of the most difficult universities in the world to gain admission to. (I know a NMF from a top private school who was just wait-listed there.) So, by all means apply, but have a rock solid backup plan.</p>