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Linear Algebra for ML

bneo.xyz · published 15 November 2023

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https://www.wikiwand.com/en/Linear_algebra

wikiwand.com

https://www.wikiwand.com/en/Matrix_multiplication

wikiwand.com

https://www.youtube.com/watch?v=uZeDTwWcnuY&t=19s

youtube.com

https://charlesfrye.github.io/about/

charlesfrye.github.io

https://fullstackdeeplearning.com/

fullstackdeeplearning.com

http://wandb.me/m4ml-videos

wandb.me

https://github.com/wandb/edu/tree/main/math-for-ml

github.com

https://docs.google.com/presentation/d/1Kqf3cq2lvJ8QtunduVtaTCVfFUq574faOC-Sx6yQEK8/edit

docs.google.com

https://en.wikipedia.org/wiki/Tensor_Processing_Unit

en.wikipedia.org

https://en.wikipedia.org/wiki/Basic_Linear_Algebra_Subprogramsr

en.wikipedia.org

https://www.wikiwand.com/en/Linear_function

wikiwand.com

https://brilliant.org/wiki/kernel/

brilliant.org

https://www.mathsisfun.com/algebra/matrix-rank.html

mathsisfun.com

https://www.wikiwand.com/en/Singular_value_decomposition

wikiwand.com

https://github.com/fastai/numerical-linear-algebra

github.com

https://pabloinsente.github.io/intro-linear-algebra

pabloinsente.github.io

https://graphicallinearalgebra.net/2015/04/23/makelele-and-linear-algebra/

graphicallinearalgebra.net

https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab

youtube.com

https://arxiv.org/pdf/1802.01528.pdf

arxiv.org

https://ocw.mit.edu/courses/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/

ocw.mit.edu

https://link.springer.com/content/pdf/10.1007/978-3-031-41026-0.pdf

link.springer.com