MSIT.5670 Text Analytics and Information Retrievals

Id: 042248 Credits: 3-3

Description

Introduction to common algorithms, techniques, and Python programming for text analytics and information retrievals, including text representations, data collection and information extraction, visualization, inverse indexing feature engineering, search engine and implementation, word association mining, text categorization, text clustering, topic modeling, word embeddings, text summarization, opinion mining and sentiment analysis.

Prerequisites

Students must already have completed a bachelor's degree in a related discipline to enroll in this course and in a graduate career.

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Course prerequisites/corequisites are determined by the faculty and approved by the curriculum committees. Students are required to fulfill these requirements prior to enrollment. For courses offered through online or GPS delivery, students are responsible for confirming with the instructor or department that all enrollment requirements have been satisfied before registering.