Insight NLP Basics Workshop

A repo with files used for a workshop on the basics of NLP for the 18B Insight Data Science Fellowship in NYC. You will need the following packages:

• pandas
• numpy
• re
• spacy
• sklearn
• gensim # if you want to try out word2vec
• pickle # if you want to save things

In addition to these files you will need the following:

• GoogleNews-vectors-negative300-SLIM.bin - this is a slim version of the pre-trained word2vec trained on Google News

Documents for workshop:

• Workshop_Notebook.ipynb
  • This is a notebook where I show some examples of how to do various things using NLP (tokenize, stemming, lemmatizing, removing stop words, vectorizing, finding sentiment, finding named entities)
  • In the data folder there is a .csv file of wine reviews that is hosted on Kaggle. It includes 150K reviews of different kinds of wine, their scores, prices, and some other data.
• Workshop_TryMe.ipynb
  • This is a notebook that is relatively empty, where you can try out some of the things from my workshop. You can follow along with the tutorial notebook, and try a different wine.