Would like some tips before going into Linear Algebra?

Open discussion for MAGMA library (Matrix Algebra on GPU and Multicore Architectures)
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Vindieselwalker
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Joined: Wed Mar 27, 2019 6:44 am

Would like some tips before going into Linear Algebra?

Post by Vindieselwalker » Wed Mar 27, 2019 6:47 am

Hello everyone, I just finished Calculus 2 and decided to move on the Linear Algebra. I did alright in Calc but I was wondering what fundamental concepts I should really understand before diving into this field of math. Any tips for studying (other than with a group, I do that often) Linear Algebra would be much appreciated. I'm a little scared, this is the first math that I have legitimately no idea what to expect.

mgates3
Posts: 918
Joined: Fri Jan 06, 2012 2:13 pm

Re: Would like some tips before going into Linear Algebra?

Post by mgates3 » Tue Apr 23, 2019 4:01 pm

If you understand calculus, then I think understanding linear algebra should be fine. Important concepts include numerical stability (e.g., why do we need pivoting in LU / Gaussian elimination?), symmetric / Hermitian matrices, positive definite, orthogonal vectors & matrices, eigenvalues, and singular values.
-mark

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