Mar 29, 2024  
2022-2023 Cal State East Bay Catalog 
    
2022-2023 Cal State East Bay Catalog [ARCHIVED CATALOG]

Add to Folder (opens a new window)

STAT 653 - Statistical Natural Language Processing


Units: 2
Statistical topics used for processing natural language.  Text wrangling and cleaning.  Creating a word list corpus.  Text classification.  Web scraping.  Social media mining.  Data products.  Report writing.

Prerequisites: Post-baccalaureate standing.
Possible Instructional Methods: Entirely On-ground, or Entirely Online, or Hybrid.
Grading: A-F grading only.
Course Typically Offered: Spring ONLY


Student Learning Outcomes - Upon successful completion of this course students will be able to:
 

  1. use software to classify text data.
  2. critically evaluate models for classifying text data.
  3. extract data from large data source to learn from data.
  4. create reproducible reports.




Add to Folder (opens a new window)