[greenmountin]

Thanks! One thing that can definitely set a course apart is having advanced topics + downloadable videos + captions. I really enjoyed the Stanford NLP CS224d videos, which hit all 3 and even have their own torrent [1].

Does anyone know if there's a platform for crowdsourcing video captions, maybe from the anime world?

Edit: it appears as though you can correct the auto-generated captions on Youtube videos (perhaps only if you're the owner). What a great way to get labeled Speech Recognition data for free.

[1] http://academictorrents.com/details/dd9b74b50a1292b4b154094b...

[reachtarunhere]

I would add assignment solutions to your list of desirable things. Makes it easy to keep moving after getting stuck.

[eykanal]

http://www.cs.cmu.edu/~epxing/Class/10701/

http://www.cs.cmu.edu/~aarti/Class/10701_Spring14/

http://www.cs.cmu.edu/~./10701/

http://alex.smola.org/teaching/cmu2013-10-701/

All of the above have answer keys for the homework assignments.

[will_pseudonym]

It looks like the videos are hosted on YouTube, which has a caption/subtitle crowdsourcing feature now.

https://support.google.com/youtube/answer/6054623