In a recent meetup, the exploration into building one's own data science toolbox was covered alongside Spark compared to the standard Hadoop MapReduce approaches. There are now slides available for the toolbox presentation which were aptly popular with many invitees. There are also interesting focused courses in data science available on coursera.
Data Science Event
data science toolbox
building a data science toolbox
Data Science Specialization
