If you're from more of a math background (with maybe a little MATLAB knowledge). Python's a great language for machine learning and natural language processing tasks. Great glue language, lots of libraries, prototype quickly, scale with multiprocessing or Hadoop streaming or pycloud. Build your own analysis stack or classifier then display the results on the web with Bottle or Flask.