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I 320D : Topics in Human-Centered Data Science: Text Mining and NLP Essentials
Areas
Description
Leveraging Text Mining, Natural Language Processing, and Computational Linguistics to address real-world textual data challenges, including document processing, keyword extraction, question answering, translation, summarization, sentiment analysis, search, recommendation, and information extraction. Each week, classes include (a) Theory and Methods for NLP concepts and (b) Lab Tutorials for practical application with Python on multilingual text datasets.
Prerequisites
Informatics 304 and 310D.
Instructor | Topic Title | Year | Semester | Syllabus |
---|---|---|---|---|
Abhijit Mishra | Text Mining and NLP Essentials | 2024 | Spring | Syllabus |
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