Text Mining and Analytics

开始时间: 04/22/2022 持续时间: 4 weeks

授课老师： ChengXiang Zhai

课程评论：没有评论

Explore algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

This course will be covering the following topics:

Overview of text analytics and applications
Extending a search engine to support text analytics (text categorization, text clustering, text summarization)
Topic mining and analysis with statistical topic models
Opinion mining and summarization
Integrative analysis of text and structured data

Explore algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

文本挖掘文本分析 NLP 自然语言处理