Simple Solution:
Download it from here and add to $HADOOP_HOME/bin
(Source)
IMPORTANT UPDATE:
For hadoop-2.6.0 you can download binaries from Titus Barik blog >>.
I have not only needed to point HADOOP_HOME
to extracted directory [path]
, but also provide system property -Djava.library.path=[path]\bin
to load native libs (dll).