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Kinda the wrong forum for this question IMO, but most any modern textbook will give you the basics. Sometimes they split some of knowledge for Linear Algebra across multiple books. Depending on your background / confidence level I’d recommend getting a volume that covers the subject fully instead of a I / II type split. Universities love spreading it out, but if you’re self studying I’d say do it all together.
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kondanta2716y@Diactoros Well, I thought this place is the best for asking this kind of question since everyone has some sort of background knowledge of linear algebra. I will do self-studying because I already passed the class like last semester. The thing is, I studied just for passing and forgot everything I "memorized". That's why I want to learn from 0. Thanks for the tips though.
@beegC0de
David C.Lay, Steven R. Lay & Judi J. McDonald -
@kondanta quite a few folks here wouldn't have done it actually.
Anyway. I used Strang's book, it's fairly standard. Also a bunch of YouTube tutorials by a guy called Pavel Grinfeld or something (not sure what his YouTube channel is called, MathTheBeautiful I think). Very good videos, and he also has a very accessible series on tensor calculus. -
@Diactoros why is this the wrong forum? This is a perfectly valid question to ask considering how important math is in the field of software development or comp sci as a whole
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@AleCx04 The number and quality of responses are totally proving me wrong. I’m not sure, gut feel, something about assumption of theoretical knowledge that many developers don’t have or need.
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MIT videos are something
https://ocw.mit.edu/courses/...
There's also EDx which is something
Look up Siraj Raval how to learn machine learning, yeah this is off topic. But these two specific videos about how to learn ML contains some information about Linear Algebra
Also these
https://github.com/ossu/...
https://github.com/ForrestKnight/...
If you're going to learn by yourself, practice as many examples as you can for normal computation problems
As for proving solutions... You'll have to learn discrete math first, together with linear algebra... Not sure if you're gonna need it or if I'm going to ever use such techniques, but there's this book called "How to prove it" a fantastic discrete math book
What amazes me is that I have yet to see one standardized linear algebra book that's not confusing, like CSAPP or CLRS's Introduction to Algorithms
In short
Good luck!
Related Rants
I am going to start studying linear algebra but not sure which book I should use. I have a hard copy of Linear Algebra and its Applications. But I don't know wheater its good or bad. Should I use it or look for another book?
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math
linear-algebra