I would first recommend you to work through the tutorial steps descriped here: Hadoop@Apache
Especially the Wordcount example that can be found here: WordCount
For a single node setup I really recommend the blog of Micheal Noll: Micheal Noll's Clustersetup Tutorial
If you are more the book-reader type, you should definetely go for Tom White and Doug Cutting's book at o'reilly: Hadoop: The Definitive Guide
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