It turns out that finding the size of a directory via shell / command line on a Unix based machine is not 'that' straight forward. Thanks to Dr. Google again...I was able to find the solution (by some kind person who posted the solution on their blog!).
du -sh dir_name
The '-s' tells
du to only return entries only from the specified directory
The '-h' makes
du return something human readable
Very useful indeed! : D
Ref: http://stevejamesson.com/2008/06/18/unix-get-full-size-of-directory-folder