DSC 253. Advanced Data-Driven Text Mining (4 units)
Link to catalog page: https://catalog.ucsd.edu/courses/DSC.html#dsc253
Description
Unsupervised, weakly supervised, and distantly supervised methods for text mining problems, including information retrieval, open-domain information extraction, text summarization (both extractive and generative), and knowledge graph construction. Bootstrapping, comparative analysis, learning from seed words and existing knowledge bases will be the key methodologies. Prerequisites: none. Restricted to DS75 and DS76 students.
Prerequisite courses
DSC 253 has no prerequisite courses.
Successor courses
No courses have DSC 253 as a prerequisite.