Many of the core applications you'll need for Ubuntu are available through the APT package handling utility. For instance: to install emacs…
apt-get install shellinabox
This downloads the appropriate package files you need, and installs the application for you. All you need to know to use apt-get is the name of the package you want to install. For that I usually just search the internet.
