Hadoop basics
Hadoop and beyond: power tools for data mining
[Harvard CS264] 08b - MapReduce and Hadoop (Zak Stone, Harvard)
Bitdeli - A Platform for Creating Custom Analytics in Your Browser (PyData SV 2013)