I studied under the author of this book [1] and I can anecdotally say that I finished with a very strong understanding of the subject. Learning linear algebra and being able to whip out some of the less common theorems has been very valuable to me as someone who uses numpy, pandas and tensorflow regularly.

[1]: https://www.amazon.com/Linear-Algebra-Applications-Otto-Bret...