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> matrix calculus It might be wrong but I tend to see vectors and matrices as two notations for the same mathematical object[1]. So I indeed meant matrices! Ho
by K0SM0S 7y ago
> matrix calculus
It might be wrong but I tend to see vectors and matrices as two notations for the same mathematical object[1]. So I indeed meant matrices! However I didn't see calculus itself as such a big requirement, as it all felt pretty "linear" to me (regressions etc). Are we talking things that e.g. "Calc 2"[2] should cover?
I feel reassured by your first paragraph. This can be done.
I'll definitely work on your tutorial; I assume it's a good benchmark for math pre-requisites in the field. Thanks a lot for the work, and advice.
[1]: That was particularly reinforced with Geometric Algebra, which I'm currently diving in. https://en.wikipedia.org/wiki/Geometric_algebra https://en.wikipedia.org/wiki/Geometric_algebra
[2]: https://www.khanacademy.org/math/calculus-2 https://www.khanacademy.org/math/calculus-2
- deepnotderp 7y agoDeep learning is mostly matrix calc. More classic ML methods are generally linear