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Re:Robotics 101 at UMich: Applied numerical linear algebra a... by krosaen on Wednesday January 08, 2025 @12:47PM (#42636607)
Also a big fan of Strang. "Linear algebra and its applications" has problem sets with solutions for odd number questions.

Would highly recommend https://mathacademy.com/courses/linear-algebra or https://mathacademy.com/courses/mathematics-for-machine-lear...

I originally spent time working through practice problems from one of Strang's books, now really appreciate how systematic math academy is in assessing, building a custom curriculum, then doing spaced repetition.

Re:Robotics 101 at UMich: Applied numerical linear algebra a... by kosmet on Wednesday January 08, 2025 @03:12PM (#42637975)
After working with math academy, any form of video learning seems so inefficient. I think people lose a lot of time watching these videos thinking that they are learning without applying anything by themselves.
Re:Robotics 101 at UMich: Applied numerical linear algebra a... by gessha on Thursday January 09, 2025 @12:21PM (#42647750)
It’s $50/month online course. As effective as it can be, I can’t justify this expense for myself, as much as I’m fascinated by math.
Re:Robotics 101 at UMich: Applied numerical linear algebra a... by javiramos on Wednesday January 08, 2025 @01:49PM (#42637207)
I took 18.085 (applied linear algebra) as a grad student at MIT. The best taught math course I've ever taken. Strang is a fantastic teacher.
Re:Robotics 101 at UMich: Applied numerical linear algebra a... by a-dub on Thursday January 09, 2025 @12:55AM (#42642072)
i don't really care how many people i respect liked it, i have to be honest, i hated strang's "linear algebra and its applications."

there's a strang text on computational science that was much more my speed (less of the baby talk and repetitive manual arithmetic exercises) and i think that some of the revisions that came later (+ "learning with data") were better.

i did not find doing endless exercises of gaussian elimination or qr factorization by hand on small matrices to be all that enlightening.

this michigan course looks awesome!

Re:Robotics 101 at UMich: Applied numerical linear algebra a... by krosaen on Thursday January 09, 2025 @12:42PM (#42647978)
> less of the ... repetitive manual arithmetic exercises

I think this post (from a math academy employee) has a good argument for why these sorts of exercises are important. It's about basic arithmetic, but I think it applies to tedious things like performing gaussian elimination on small matrices as well.

https://www.justinmath.com/if-you-want-to-learn-algebra-you-...

I like to come at it from both angles - higher level with useful applications, and then lower level "I could maybe implement this if I had to" exercises. The latter are tedious, and hard to motivate effort for without the former. Ultimately, as the post argues, I agree that if you don't understand the lower level (tedious) operations, you will only get so far in your ability to apply LA.