CENG 464

Text Mining

This course provides an opportunity to learn key components of text mining and analytics aided by the real-world datasets and the text mining toolkit written in Python. Hands-on experience in core text mining techniques including text preprocessing, sentiment analysis, and topic modeling.

Steps in NLP
Steps in NLP
Document Representation
Document Representation
Text Classification
Text Categorization
Data Collection
Topic Modelling
Text Summarization
Text Generation
Social Media and Network Analysis
Sentiment Analysis
Text Visualization