IntelĀ® MKL - Ting, talk about what this does and how you can make use of it.
If you use Continuum Analytics (free) Anaconda Python distribution, you can get their MKL optimizations for Anaconda, which has a free academic license.
RCpp maintainer Dirk Eddelbuettel has a post on how to use MKL with R on Linux