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I would presume you have already tried google, if not, there are loads of documents to start with..
If you have access to Oracle Support, then tons of documents on support site.
Checkout this document about top features.
Mr. Arup Nanda has explained Oracle Exadata in four Parts including Oracle Exadata basics and Command references.
Please look below URL
Apart from this there are two oracle university courses along with two certifications available if you are interestee 1z0-536 and 1z0-027
If you have Exadata machine, the documents get shipped with it (in storage server). Good documents in detail.