Resources for Learning Natural Language Processing

General NLP in Python

Applied Text Analysis with Python (Book) by Benjamin Bengfort, Tony Ojeda, Rebecca Bilbro
Natural Language Text Processing with Python (Video Series by Jonathan Mugan
Natural Language Processing with Python (Book) by Steven Bird, Ewan Klein, Edward Loper

SpaCy

Learning Path: Mastering SpaCy for Natural Language Processing (Video Series) by Aaron Kramer
Natural Language Processing Made Easy – using SpaCy (in Python) (Article) by SHIVAM BANSAL
Many other good tutorials on SpaCy can be found on the SpaCy site: https://spacy.io/docs/usage/tutorials

Pipelines in Scikit Learn

Using scikit-learn Pipelines and FeatureUnions by Zac Stewart
WORKFLOWS IN PYTHON: USING PIPELINE AND GRIDSEARCHCV FOR MORE COMPACT AND COMPREHENSIVE CODE by Katie M.

Miscellaneous

Language Exploration Using Vector Space Models by John Wittenauer
Interesting article on latent semantic analysis by 538 Dissecting Trump’s Most Rabid Online Following
Introduction to Information Retrieval by Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze

Overview of NLP Tools in Python

Chart above from Applied Text Analysis with Python by Benjamin Bengfort , Rebecca Bilbro , and Tony Ojeda, O’Reilly Media, Inc.