http://www.rcasts.com/2012/12/software-engineers-guide-to-getting.html
For the developers on this list who are just getting started with data analytics, a "Software engineer's guide to getting started with data science" including online materials, recommended courses, ideas on how to accelerate learning, and "what didn't work for me".