There are some tools that I use regularly, and I would like my research students and post-docs to learn them too. Here are some great online tutorials that might help.
ggplot tutorial from Winston Chang
Writing an R package from Karl Broman
Rmarkdown from RStudio
Shiny from RStudio
git/github guide from Karl Broman
minimal make tutorial from Karl Broman