L-1 (Course Introduction)
L-2 (Boolean Retrieval)
L-3 (Term Vocabulary & Postings List)
L-4 (Skip Pointers, Phrase Queries, Indexing)
L-5 (Search Engines)
L-6 (Locally Sensitive Hashig)
L-7 (Dictionaries and tolerant retrieval)
L-8 (Scoring, Weighting and the Vector Space Mode)
L-9 (Evaluation)
L-10 (Index Compression)
L-11 (Posting Compression)
L-12 (Probabilistic IR)
L-13 (Language Models for IR)
L-14 (Relevance Feedback)
L-15 (Summarization)
L-16 (Integer Linear Programming)
L-17 (Information Extraction)
L-18 (Relation Extraction)
L-19 (Distant Supervision)
L-20 (IR on E-commerce platforms)
L-21 (Text Classification & Naive Bayes)Â
L-22 (Learning to Rank)
L-23(Learning Semantic Indexing)
L-24(Page Rank Citation Ranking)
L-26(Vector Space Classification)