https://gdata.youtube.com/feeds/api/users/channelname/uploads?v=2&alt=rssJust replace channelname with the name of the channel you want to subscribe to via RSS.
Friday, October 31, 2014
RSS feed URL for Youtube channels
So Youtube doesn't provide this anymore on the web interface, but this seems to work:
Subscribe to:
Posts (Atom)