Efficient Basic Stats example

This HOWTO shows how to efficiently perform basic math/stats on SArray/SFrame
objects. The goal of this HOWTO is to limit implicit conversions to Python
lists as that conversion greatly reduces the efficiency of the operation.
SArray stats update

- code review feedback + added timeit for abs vs lambda as well.
Merge pull request #14 from rajatarya/master

Efficient Basic Stats example