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I&C SCI X426.80

Text Analytics & Natural Language Processing

A required course in the Machine and Deep Learning Specialized Studies Program.

Gain fluency in both Text Analytics and Natural Language Processing (NLP) through practical exercises and real-life data sets. This course will cover foundational NLP techniques and applications of text classification, language modeling, speech recognition, caption generation, document summarization, and chatbots. Today a large number of organizations use Natural Language Processing to process textual data from social media to make decisions in messaging, selling, and in social entrepreneurship. Starting with an introduction to text mining using python, students will move on to learn best practices for searching, reading, scrapping, cleaning, and processing text from multiple sources. Other topics covered include how to implement Latent Semantic Analysis (LSA) and Latent Dirichlet Allocation, respectively, for text indexing and topic modeling.

Click on "See Details" below and refer to "Special Notes" for additional section specific information.

Course
Approximate Tuition $875
Format Online Live
Duration 8 Weeks
Total Units 2.5

SPRING 2025

4/14/2025 - 6/8/2025
Weeks 8
Delivery Online Live
Fee $875
Status Closed