Universiteit Leiden (UL) • Computer Science
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Courses Computer Science at Universiteit Leiden (UL)
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Popular books Universiteit Leiden (UL) • Computer Science
Jure Leskovec, Anand Rajaraman • ISBN 9781107077232
Latest notes & summaries Universiteit Leiden (UL) • Computer Science
Summary of the theory for Advances in Data Mining for the Computer Science master at Leiden University. Covers tokenization, Recommender Systems (Naive methods, Collaborative filtering, Matrix Factorization), RBM, Similarity Search (shingling, minhashing, LSH) and Pagerank (Markov process, RageRank algorithm) It is missing the part about Support Vector machines, the last bit of minhasing and the part of the DGIM algorithm for data streams and. Parts missing are labeled with a colored marking.
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Universiteit Leiden•4343ADVDM Advances in Data Mining
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Mining of Massive Datasets • Jure Leskovec, Anand Rajaraman• ISBN 9781107077232
Preview 4 out of 38 pages
Summary of the theory for Advances in Data Mining for the Computer Science master at Leiden University. Covers tokenization, Recommender Systems (Naive methods, Collaborative filtering, Matrix Factorization), RBM, Similarity Search (shingling, minhashing, LSH) and Pagerank (Markov process, RageRank algorithm) It is missing the part about Support Vector machines, the last bit of minhasing and the part of the DGIM algorithm for data streams and. Parts missing are labeled with a colored marking.