Link to issue to switch to real URL, and switch to a URL that will work for now for testing purposes.
Address review comment: Remove reference to piping curl to shell.
Address review comment: more portable way of setting $PATH.
Address review comment: no need to install python-pip.
Address review comments: Documentation tweaks.
Address review comment: Explain why we need newer pip.