The site now allows you to 'subscribe' to channels or terms (speakers or tags associated with videos) on the site. 

To subscribe to a Channel or Term you simply need to click 'Subscribe' in the header of the channel or term page:

Once subscribed you will be see notifications when new content is published to the channel or featuring the terms you've subscribed to: