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Course Prefix: CSE   Course #: 635   Keywords: null   showing 1 to 1 of ~1

CSE 635LEC Natural Language Processing and Text Mining

Lecture

This course will explore various approaches to text, web and social media mining. Since natural language processing (NLP) is the foundation for most text mining solutions, a major focus of the course is on widely used NLP algorithms. This includes topic models, entity tagging, opinion analysis, information extraction, parsing, summarization, machine translation and question answering. We will cover both traditional, feature-based approaches, as well as recent approaches based on neural embeddings. Several applications utilizing text mining will be covered including social media mining and recommender systems (algorithms powering Amazon, Facebook and Twitter).

Credits: 3
Grading: Graded (GRD)
Typically Offered: Varies
 
Published: Oct 13, 2020 13:33:43