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/sci/ - Science & Math


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11658859 No.11658859 [Reply] [Original]

Which field In computer science, in your opinion, requires the most math? I want to study computers, but my true passion is mathematics. I’ll do anything from discrete math to statistics. Yes I read the notice, but I think this more of a general computer science question as well.

>> No.11658863

computer engineering perhaps?

>> No.11658874

>>11658863
Hmm.. not interested in hardware.

>> No.11658877

>>11658859
Theory of computation. algorithms, complexity etc

If you mean an industry career field, maybe machine learning?

>> No.11658978

It depends a bit on the type of math you want to do.
Complexity theory and algorithms use a lot of discrete maths and discrete probability, while things like computer algreba or crypto uses more conventional mathematics like algebra, real analysis.

If you're serious about it, a lot of universities offer a cursus on math/computer science. In a good one you'll see all the different fields and you can chose.
At least in France, this is what I'd recommend anyone who likes math to do. The competition is not as strong, there are a lot of interesting topics and you can always fall back to industry if academic life is too hard.

>> No.11659058

>>11658859
If you want to really do the most hardcore, gut-wrenching and thankless job you can dedicate yourself to improving bounds/asymptotics for popular algorithms.
Literally know a guy who managed to get hired at a very good hedge fund in europe purely because that was his masters project, got taken ahead of people with much better grades. But that paper was just a fucking shitshow, it’s not for everyone

>> No.11659714

b u m p

>> No.11659813

>>11658859
Machine Language
Hardware Conceptualization

>> No.11659817

Machine Learning algorithms

>> No.11661333

>>11658863
Computer engineering is neither a subset nor a superset of computer science

>> No.11661344

>>11658859
You’ll find most subfields in TCS have avenues that admit lots of mathematics. There are some complexity theorists and algorithmicists who just use some combinatorics and results from algebra. Then there are those who use nullstellansatz in communication bounds, complex analysis for average case runtime, topology to study noise filtering, geometry to study etc, and so on - just look up “<X field of mathematics> in theoretical computer science” with google and you’ll find a bunch of PI’s studying it.

>> No.11662647

bump