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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 Essentials2024SpringSyllabus

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