Dan Fleisch says you don’t know the power of … the Dark Side Tensors

This is a fun motivating lecture:

See also his A Student’s Guide to Vectors and Tensors, with related podcasts. It’s available on Kindle, by the way. (Save some trees.)

eigenchris has another series of lectures on Tensors.