Quarter
Faculty Reference
Tao Yang
Course Type
Course Area
Systems
Enrollment Code
53355
Location
Phelps 2510
Units
4
Day and Time
MW 1:00-2:50
Course Website
Course Description
This course covers advanced topics on information retrieval, web search, and related scalable information systems. The topics include search engines and advertisements, web crawling, classification, indexing and data serving, ranking and recommendation, user behavior analysis, and online services. This course will also cover system and middleware support for building related large-scale Internet services.
Topics:
Information retrieval and search engines. Open-source systems.
Crawling, indexing and data compression
User behavior analysis and data analytics.
Ranking, classification, and recommendation.
Programming and system support for scalable data processing and online services