[Coursera] Mining Massive Datasets (Stanford University) (mmds)
Stanford University

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01_Week_1_Materials/01_Distributed_File_Systems_15-50.mp4 28.90MB
01_Week_1_Materials/01_Distributed_File_Systems_15-50.pdf 1.67MB
01_Week_1_Materials/01_Distributed_File_Systems_15-50.srt 24.76kB
01_Week_1_Materials/01_Distributed_File_Systems_15-50.txt 15.00kB
01_Week_1_Materials/02_The_MapReduce_Computational_Model_22-04.mp4 37.39MB
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01_Week_1_Materials/02_The_MapReduce_Computational_Model_22-04.srt 30.47kB
01_Week_1_Materials/02_The_MapReduce_Computational_Model_22-04.txt 18.61kB
01_Week_1_Materials/03_Scheduling_and_Data_Flow_12-43.mp4 21.13MB
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01_Week_1_Materials/04_Combiners_and_Partition_Functions_12-17_Advanced.mp4 20.04MB
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01_Week_1_Materials/04_Combiners_and_Partition_Functions_12-17_Advanced.txt 9.69kB
01_Week_1_Materials/05_Link_Analysis_and_PageRank_9-39.mp4 15.39MB
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01_Week_1_Materials/06_PageRank-_The_Flow_Formulation_9-16.mp4 14.50MB
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02_Week_2_Materials/04_Applications_of_LSH_11-40.mp4 19.84MB
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02_Week_2_Materials/05_Fingerprint_Matching_7-07.mp4 11.44MB
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02_Week_2_Materials/08_Nearest_Neighbor_Learning_11-39.mp4 19.99MB
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03_Week_3_Materials/01_Community_Detection_in_Graphs-_Motivation_5-44.mp4 8.95MB
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03_Week_3_Materials/01_Community_Detection_in_Graphs-_Motivation_5-44.txt 6.09kB
03_Week_3_Materials/02_The_Affiliation_Graph_Model_10-04.mp4 15.56MB
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03_Week_3_Materials/05_Detecting_Communities_as_Clusters_8-39_Advanced.mp4 15.18MB
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03_Week_3_Materials/07_The_Graph_Laplacian_Matrix_6-51_Advanced.mp4 10.52MB
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03_Week_3_Materials/08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.mp4 9.72MB
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03_Week_3_Materials/10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.mp4 19.73MB
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03_Week_3_Materials/11_Spectral_Clustering-_Three_Steps_7-17_Advanced.mp4 10.89MB
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03_Week_3_Materials/12_Analysis_of_Large_Graphs-_Trawling_9-02_Advanced.mp4 14.76MB
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03_Week_3_Materials/13_Mining_Data_Streams_12-01.mp4 19.79MB
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04_Week_4_Materials/01_Overview_of_Recommender_Systems_16-51.mp4 30.38MB
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04_Week_4_Materials/01_Overview_of_Recommender_Systems_16-51.txt 16.54kB
04_Week_4_Materials/02_Content-Based_Recommendations_21-00.mp4 35.80MB
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04_Week_4_Materials/03_Collaborative_Filtering_20-52.mp4 30.60MB
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05_Week_5_Materials/02_Hierarchical_Clustering_14-07.mp4 23.62MB
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05_Week_5_Materials/03_The_k-Means_Algorithm_12-49.mp4 22.66MB
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05_Week_5_Materials/04_The_BFR_Algorithm_25-01.mp4 41.56MB
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