A VCS is like the version menu in Google Docs, but more advanced. For example, it allows multiple people to work on separate copies of a piece of code, then merge all the changes together.
As your colleagues are new to using VCSes, you might want to show them a GUI to simplify the learning process. Examples include TortoiseSVN, SourceTree, and GitHub Desktop.
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