Updates to examples in fundamentals section (#2201)

* fixups to grammar and wording

* fixups

* add dependencies

* fixups

* use html escape

* fixup

Co-authored-by: Nicolas Kruchten <nicolas@plot.ly>

Author: Joseph Damiba