There are discrepancies between the HTML and pdf version.

Eg. In the first line in 'References'

HTML: "When looking for resources on the web, search for “matrix calculus” not “vector calculus.” "

Latex/pdf: "When looking for resources on the web, search for “elements” not “elements” "