nlp_resources

Resources and teaching material for Natural Language Processing (NLP)

• Great article on how to apply NLP

  https://blog.insightdatascience.com/how-to-solve-90-of-nlp-problems-a-step-by-step-guide-fda605278e4e

• Great coursera course on using Tensorflow for NLP

  https://www.coursera.org/learn/natural-language-processing-tensorflow/lecture/O1bvl/a-conversation-with-andrew-ng

• Some other code for NLP and text data munging using nltk

  https://bitbucket.org/neelsoumya/nlp_simple_examples

• Sequence modelling using deep learning by Andrew Ng

  https://www.coursera.org/lecture/nlp-sequence-models/deep-rnns-ehs0S

• Tensorflow code for sequences (VERY GOOD)

  https://www.tensorflow.org/tutorials/sequences/text_generation

• NLP tutorial

  https://github.com/hundredblocks/concrete_NLP_tutorial/

• Other libraries for NLP

  NLP library: spaCy, NLTK, GATE, CoreNLP, gensim, et al.
  
  Word2Vec 
  

• GATE

  https://gate.ac.uk/demos/developer-videos/
  
  https://crateanon.readthedocs.io/en/latest/nlp/gate.html#testgateapps
  
  https://github.com/KHP-Informatics/brc-gate-LBD
  
  http://archneur.jamanetwork.com/article.aspx?doi=10.1001/archneur.55.2.151
  

• Very good R package for NLP (quanteda)

  https://quanteda.io/articles/quickstart.html
  

• Data (free and publicly available)

  https://www.figure-eight.com/data-for-everyone/