Introduction
NLP and R vs Python
Installing and configuring R Studio
Installing R packages related to Natural Language Processing (NLP).
An overview of R’s text manipulation capabilities
Getting started with an NLP project in R
Reading and importing data files into R
Text manipulation with R
Document clustering in R
Parts of speech tagging in R
Sentence parsing in R
Working with regular expressions in R
Named-entity recognition in R
Topic modeling in R
Text classification in R
Working with very large data sets
Visualizing your results
Optimization
Integrating R with other languages (Java, Python, etc.)
Closing remarks |