This can be accomplished using a simple jquery ajax GET request to: https://api.twitch.tv/kraken/streams/CHANNEL_NAME.
It will return a stream object if the channel is live.
API Link: https://github.com/justintv/Twitch-API/blob/master/v3_resources/streams.md