Ubuntu font package fonts-material-design-icons-iconfont

You can install these fonts by opening a terminal and executing sudo apt-get install "fonts-material-design-icons-iconfont"

See also: installing software on Ubuntu, installing software on debian, and general fonts-material-design-icons-iconfont package information.