I highly recommend the book Big Data by Bernard Marr. It describes this Strategy Board tool that helps business identify their data needs.
RStudio is making great efforts to supply tools that make it easier to work in a reproducible way than not. Use R Notebooks as your standard for doing analysis and you’ll be able to reproduce every step of the way.
More content coming.
The tidyverse is a group of packages that work together very well and support smooth flow of data science programming tools. Please see my post on Tidyverse for an introduction and further links.
Whether you are a large team or individual superstar it is recommended that you use version control. These common tools have great tutorials.