DATA 532 Text Analytics with Natural Language Processing

Investigation of text mining tools using Python, focusing on natural language processing, which includes techniques like text pattern matching with regular expressions, stemming words, removing stop words, and part-of-speech tagging. Advanced topics such as sentiment analysis and topic modeling are considered. Many types of texts are analyzed from instant messaging to news articles.

Credits

4

Prerequisite

DATA 511 or permission of department chair.

General Education

Offered

  • Spring
  • Even