I want to work on Machine Learning and it seems it is incomplete without Mathematics. Any book having analysis and application of mathematics would do good.
It depends on your special field.
Computational approaches in discrete view could be accessed by
http://www.amazon.com/Discrete-Combinatorial-Mathematics-Applied-Introduction/dp/0201726343
Where, the common probabilistic ideas for a vast fields of CS might be investigated in:
http://www.amazon.com/Probability-Random-Processes-Geoffrey-Grimmett/dp/0198572220
Best
I read it several times.
http://www.amazon.fr/Mathematical-Tools-Data-Mining-Combinatorics/dp/1848002009
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