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I'm a Statistics and CS double major and I must take two more math electives to complete my degree.

I have four choices for the Math courses I could take and I was wondering which of the two would be most beneficial for Machine Learning or Artificial Intelligence.

My choices are:

(1) Combinatorics 1 (2nd year course, also I've already taken Discrete Mathematics)

(2) Mathematical Modelling (2nd year course)

(3) Numerical Analysis 1 (2nd year course)

(4)Linear Algebra and Matrix Analysis (4th year course - this would be my 3rd Linear Algebra class)

Thanks for the advice!

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closed as primarily opinion-based by whuber Feb 25 '17 at 23:21

Many good questions generate some degree of opinion based on expert experience, but answers to this question will tend to be almost entirely based on opinions, rather than facts, references, or specific expertise. If this question can be reworded to fit the rules in the help center, please edit the question.

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    $\begingroup$ @henry-l What is a soft-question? Perhaps the tag references would be more appropriate?! $\endgroup$ – Stefan Feb 25 '17 at 0:08
  • $\begingroup$ @Henry.L Indeed, why create a new tag without a Wiki etc.? $\endgroup$ – Richard Hardy Feb 25 '17 at 9:28
  • $\begingroup$ Hi, I mistakenly thought this tag already exists since it is a tag on mathoverflow, thanks for suggestions! $\endgroup$ – Henry.L Feb 25 '17 at 14:19
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Ideally you should take all four (or at least three of them). Otherwise, in order,

  1. Numerical Analysis -- assuming that this doesn't mean real or complex analysis, but instead numerical computation
  2. Mathematical Modeling -- always a good skill to have; will possibly lean more towards PDEs than statistical modeling
  3. Linear Algebra and Matrix Analysis -- if you hadn't already taken two years this would be higher
  4. Combinatorics -- While knowing combinatorics is important, the full class might go in less important directions (I could be wrong here)
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  • $\begingroup$ Are these in order from least to most useful? $\endgroup$ – Aaron Feb 25 '17 at 1:05
  • $\begingroup$ The order is most to least useful $\endgroup$ – jwimberley Feb 25 '17 at 1:22

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