BIA 3100 - Data and Text Mining

Hours: 4
This course covers the major techniques and algorithms for mining and analyzing data and text to discover patterns, extract useful knowledge to support decision making in business intelligence. Students will obtain hand-on experiences through project-based analysis and reports. Topics include: overview of data mining techniques; text analytics and applications; extending a search engine to support data and text analytics (text categorization, text clustering, text summarization); topic mining and analysis with statistical models; opinion mining and summarization; Integrative analysis of textual and structured data.
Prerequisites: COMP 1100 and MATH 1240.

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BIA 3100 - Data and Text Mining