For the “What Julia looks like” part, the Seven lines of Julia thread could be handy for use in slides, with short pieces of code and (often) visually attractive results.
The reproducibility of Julia code also seems worth a mention - even at a high level, just mentioning “the exact versions of every package used is recorded, and can be shared as a single file” would be good.