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01 Aug 22 Syllabus Intro to Information Retrieval[Video]
02 Aug 27 Text Formats Tokenization Term Distributions Language Models[Video]
03 Aug 29 A Finish Language Modeling - Text Collections - Open Source IR Systems _Inverted Indexes[Video]
04 Sep 5 Learning to Crawl[Video]
05 Sep 10 PHP - More Exact Phrase Search[Video]
06 Sep 12 Galloping Search - Doc Oriented Indexes - Vector Space Model[Video]
07 Sep 17 More VSM - Proximity - Boolean Retrieval[Video]
08 Sep 19 Evaluating Results - Token and Term Processing[Video]
10 Sep 26 More PHP[Video]
11 Oct 8 Stem Chargram Language Processing Static Inverted Indexes[Video]
12 Oct 10 Posting Lists - Index Construction[Video]
13 Oct 15 Index Construction[Video]
14 Oct 17 Query Processing[Video]
15 Oct 22 Accumulator Pruning Concordance Lists[Video]
16 Oct 24 trec_eval - Index Compression[Video]
17 Oct 29 More Compression[Video]
18 Oct 31 Finish Gap Compression -Dynamic Inverted Indexes[Video]
19 Nov 5 Logarithmic Merging BM25 PRF DFR[Video]
20 Nov 7 Ranking Using Language Modeling[Video]
21 Nov 26 Divergence From Randomness Parallel Info Retrieval[Video]
22 Nov 28 More Parallel Information Retrieval[Video]
23 Dec 3 Document Quality Measures[Video]
24 Dec 5 Map Reduce Page Rank Hadoop[Video]
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