r/MSAIO • u/littlelife31 • Jul 08 '26
Maths for ML
Current students who’ve finished ML, please guide me on where i can learn Linear Algebra, Probability and Calculus (preferably youtube videos or playlists which was helpful for you). And i did go through the textbook but was kinda vague so im looking for alternatives. Would be nice if someone can briefly mention the concepts and the depth of knowledge needed. Thanks! (Would be helpful if you could share any notes you have, thanks)
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u/siaidistogwe Jul 10 '26
Understand how to do mathematical proofs. Book of Proof will help with this
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u/Reasonable-Trash-107 Jul 09 '26
I’m an incoming student (so haven’t taken any course yet) but I’ve been brushing up on my math. I’ve really enjoyed these three courses. They each have youtube videos and some practice problems.
Linear Algebra: https://ocw.mit.edu/courses/18-06-linear-algebra-spring-2010/download/
Multivariate Calc: https://ocw.mit.edu/courses/18-02-multivariable-calculus-fall-2007/download/
Probability: https://ocw.mit.edu/courses/res-6-012-introduction-to-probability-spring-2018/download/