Suggested DotNetNuke Site Upgrade Path(s)

It was asked in the forums recently what the suggested upgrade path should be for DNN version X.X.X. It gets asked all of the time. I know that Sebastian Leupold typically answers this. But I thought it might be helpful to have a reference to turn to. (We would never remember this - unless our name is Sebastian.)