Reference Material
Comprehensive study of search engine design, implementation, and optimization. Topics include indexing strategies, ranking algorithms, query processing, and distributed search architectures for the ETI program.
View CourseAdvanced exploration of information retrieval systems and search technologies. Covers web crawling, indexing mechanisms, relevance scoring, scalability challenges, and modern search architectures for the IRC program.
View CourseDistributed web crawlers, politeness policies, URL frontier management, and content extraction techniques.
Inverted indices, posting lists, compression techniques, and incremental indexing for real-time updates.
Query optimization, parallel processing, caching strategies, and efficient result retrieval algorithms.
PageRank, TF-IDF, BM25, learning to rank, and modern relevance scoring mechanisms.