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I studied math with all topics but that was 10 years back and now i have forgot them. Now i need to dive into statistics field and machine learning stuff. Now i don't have time for study different books on diff topics.

I just want to brush up all the topics like matrices , algebra, vectors , probablility , sets , functions , limits etc.

is there any single book / pdf which can just revise my whole math rather digging deep into every topic

juts like we can reference or nutshell type books

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    For statistics, you need to be strong on most of the areas you mentioned, a quick read will not do. Statistics is difficult for most to understand well.2012-10-26

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Apparently Advanced Engineering Mathematics by Greenberg is very useful according to one of my applied math professors with whom I took vector calculus (we used Greenberg's book). Although he is not an engineer he used it throughout grad school. Mind you, it is pretty thick but it has everything -- linear algebra, differential equations, calculus, etc. If you prefer watching someone explain I would recommend Chris Tisdell's YouTube channel.

Hope this helps.

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Of course this is a really hard task...

Best i can think of is maybe : http://www.amazon.com/Cracking-Mathematics-Subject-Graduate-Preparation/dp/0375429727

Some of the problems are also very difficult in a way thats specifc only towards the gre examination as far as ive found.

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    @mixedmath I suggested the specific book because it contains a review of all of the topics he cited and goes into a moderately global discussion of each individual topic. I did not say to take the gre test, but to merely use this one specific book as a reference, because it is quite decent(I find myself constantly using it as a reference in math grad school).2012-11-17