I ran in to a problem with upgrading as instructed. I needed to also update /etc/apt/sources.list.d/raspi.list to include deb http://archive.raspberrypi.org/debian/ jessie main ui. Before this change, I noticed that raspi-config was not properly updated and programs such as Mathematica would not install.