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While dense and not necessarily for the mathematically faint of heart, I've learned a ton about NLP and ANNs through http://cs224d.stanford.edu/.



It's quite an investment of time, but this is a good answer to "do we have to do academic studies to learn this stuff?"

=> Maybe, but nowadays you don't have to quit your job and move close to an university to learn, you can just have online courses.

Thanks :)




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