May 21, 2022  
2021-2022 Cal State East Bay Catalog 
    
2021-2022 Cal State East Bay Catalog [ARCHIVED CATALOG]

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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.
Grading: A-F grading 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.




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