This link contains an useful pdf regarding linear algebra. It's a good reading if you want to refresh your knowledge. Probably for the newbies the relations between the arguments are not so explicit and i suggest to use this pdf as complement to another book.
HTML:
http://www.numbertheory.org/book/
PDF:
http://www.numbertheory.org/book/mp103.pdf
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