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If you have some decent background in reasoning and logic, I would suggest Linear Algebra Done Right by Sheldon Axler. It provides a general introduction in mathematical reasoning as well as providing a strong framework for maths needed in many fields.

http://www.amazon.com/Linear-Algebra-Right-Sheldon-Axler/dp/...




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