data mining - Hadoop beginners -

I am trying to practice some data mining algorithms, can I do this alone with HDF or Do I need to use sub-projects like Hive / HBS / Pig?

I have courses with Yahoo and Google:

I've found a university site with MapReduce for some practice and solutions that only build on Hadoop:

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