http://galaxy.psu.edu is the open, web-based venture developed by Penn State and Emory University.  It’s compatible with the Python (open source) programming language.  Multiple tutorials are available for getting started manipulating large data sets.  Registration is free (also).

Source: Genetic Engineering & Biotechnology News, October 15, 2012, p. 62. http://www.genengnews.com