Natural Language Processing with Deep Learning
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Natural Language Processing with Deep Learning
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Re: Natural Language Processing with Deep Learning
#2The machine learning Stanford courses are probably the best open education contributions I've encountered. From Ng's CS229 material to Karpathy's rendition of CS231n. These are some of the best pedagogical materials on machine learning/deep learning available.
Re: Natural Language Processing with Deep Learning
#3The machine learning Stanford courses are probably the best open education contributions I've encountered. From Ng's CS229 material to Karpathy's rendition of CS231n. These are some of the best pedagogical materials on machine learning/deep learning available.
True at heart, I am totally in love with CS231 (Yeung and Johnson)
Re: Natural Language Processing with Deep Learning
#4The machine learning Stanford courses are probably the best open education contributions I've encountered. From Ng's CS229 material to Karpathy's rendition of CS231n. These are some of the best pedagogical materials on machine learning/deep learning available.
Unfortunately the videos for this course won't be made available until after the course has finished.
Re: Natural Language Processing with Deep Learning
#5The machine learning Stanford courses are probably the best open education contributions I've encountered. From Ng's CS229 material to Karpathy's rendition of CS231n. These are some of the best pedagogical materials on machine learning/deep learning available.
True at heart, I am totally in love with CS231 (Yeung and Johnson)
That course is really the best blend of theory and application. I find their approach more tasteful than fast.ai's, but to each their own!
Re: Natural Language Processing with Deep Learning
#6The machine learning Stanford courses are probably the best open education contributions I've encountered. From Ng's CS229 material to Karpathy's rendition of CS231n. These are some of the best pedagogical materials on machine learning/deep learning available.
Unfortunately the videos for this course won't be made available until after the course has finished.
Re: Natural Language Processing with Deep Learning
#7Is there a good course for standalone Natural Language Processing?
I came across MIT OCW’s Advanced NLP - https://ocw.mit.edu/courses/electrical-engineering-and-compu... , but does someone has a similar or a better standalone NLP course in mind? From MIT OCW, Stanford , Coursera, Udacity, et al?
I am very much interested. Could be free or paid.
Even PDF’s of lecture notes could do.
Edit - Found one standalone NLP course by CMU, looks good - http://demo.clab.cs.cmu.edu/NLP/
Re: Natural Language Processing with Deep Learning
#8Great lectures, with a lot of intuition about recent research and clear explanations.
Some videos are already online, starting with https://youtu.be/8rXD5-xhemo
Re: Natural Language Processing with Deep Learning
#9I also like CMU's neural net for nlp class: https://www.youtube.com/watch?v=pmcXgNTuHnk
Re: Natural Language Processing with Deep Learning
#10Skimming through I came across a fun example (new to me at least) in the introduction to translation, lecture 8 slides page 55.
"hn hn hn hn hn hn hn hn hn hn hn hn hn hn hn hn hn hn hn" in Somali gives "Serious Therapic Anxiety syndrome" on google translate.
Perhaps not surprising, but fun. The link from the slide (below) has previously been submitted to hn without notable discussion.