Hi @Pixmusix
some useful links
There is some mention of suitable power supplies as a starting point in these links - it mostly depends on how many LEDs in the strip ( the one you mention has 300 LEDs if you use the entire length ! )
Check out some of the other projects here using these type of LEDs for other makers power supply details.
Murray