Course materials available here: https://github.com/fastai/numerical-linear-algebra

We use randomized SVD and robust PCA for background removal of a surveillance video.

Implemented in Python and Scikit-Learn

Review of this material in next video.

Course overview blog post: http://www.fast.ai/2017/07/17/num-lin-alg/

Taught in the University of San Francisco MS in Analytics (MSAN) graduate program: https://www.usfca.edu/arts-sciences/graduate-programs/analytics

Ask questions about the course on our fast.ai forums: http://forums.fast.ai/c/lin-alg