Some great resources:
The incredible video series from Harrison.
https://www.youtube.com/watch?v=FLZvOKSCkxY&index=1&list=PLQVvvaa0QuDf2JswnfiGkliBInZnIC4HL
This take you through the theory of NLP with NLTK.
And from the same nice chap,
https://pythonprogramming.net/data-analysis-tutorials/
Another very good lecture:
https://www.youtube.com/watch?v=itKNpCPHq3I
District Data Labs exercises from a workshop.
https://github.com/DistrictDataLabs/intro-to-nltk
A talk on product categorisation
https://www.youtube.com/watch?v=Xg8UtTgziZE
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