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Gilbert Strang's New Course on Linear Algebra+ for ML Now Online
OCW link:
https://ocw.mit.edu/courses/mathematics/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/video-lectures/
YouTube playlist:
https://www.youtube.com/playlist?list=PLUl4u3cNGP63oMNUHXqIUcrkS2PivhN3k
Book link:
https://amzn.to/2WecEkk