Machine learning and statistics with python

 Introduction:                       Photo by CHUTTERSNAP on Unsplash   Spacy is the new age, industrial usage and computationally economical nlp library which employs full pipelines for nlp works and attempts to democratize the natural language processing for smaller companies by publishing high end work into the open source software spacy. For last 2 months, I have been reading and using spacy heavily and been blogging about it.  We have seen a detailed how to use spacy in the part1 , part2 , part3 and part4 of the spacy series. But as we have worked mostly with one model; we have never dealt with different pipelines the spacy library offers. So in this post, I am going to give a small summary of the different models we can use for spacy and what are the pipelines related to them. Let's dig in. How to download spacy models and use them: All spacy pipelines are d...