mmds-003

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Last Access Time	April 25, 2026, 11:18 p.m.
File Size	2.4 GB
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Total Files	432
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QuizzesHomeworks/14_Finding_Similar_Sentences_Optional_programming_assignment/sentences.txt.zip 509.3 MB
02_Week_2_Materials/09_Frequent_Itemsets_29-50.mp4 51.7 MB
03_Week_3_Materials/14_Counting_1s_29-00_Advanced.mp4 44.1 MB
05_Week_5_Materials/06_Computational_Advertising-_Bipartite_Graph_Matching_24-47.mp4 43.4 MB
02_Week_2_Materials/02_Minhashing_25-18.mp4 41.3 MB
05_Week_5_Materials/04_The_BFR_Algorithm_25-01.mp4 39.6 MB
03_Week_3_Materials/17_Counting_Distinct_Elements_25-59_Advanced.mp4 37.7 MB
01_Week_1_Materials/02_The_MapReduce_Computational_Model_22-04.mp4 35.7 MB
06_Week_6_Materials/15_Matrix_Multiplication_in_MapReduce_24-48_Advanced.mp4 34.5 MB
02_Week_2_Materials/07_Distance_Measures_22-39.mp4 34.5 MB
04_Week_4_Materials/02_Content-Based_Recommendations_21-00.mp4 34.1 MB
07_Week_7_Materials/01_LSH_Families_21-13.mp4 34.0 MB
02_Week_2_Materials/03_Locality-Sensitive_Hashing_19-24.mp4 32.0 MB
05_Week_5_Materials/07_The_AdWords_Problem_19-21.mp4 31.6 MB
04_Week_4_Materials/03_Collaborative_Filtering_20-52.mp4 29.2 MB
04_Week_4_Materials/01_Overview_of_Recommender_Systems_16-51.mp4 29.0 MB
03_Week_3_Materials/15_Bloom_Filters_18-00.mp4 28.4 MB
02_Week_2_Materials/11_Improvements_to_A-Priori_17-26__Advanced.mp4 28.2 MB
01_Week_1_Materials/01_Distributed_File_Systems_15-50.mp4 27.6 MB
06_Week_6_Materials/14_Theory_of_MapReduce_Algorithms_19-39_Advanced.mp4 26.0 MB
05_Week_5_Materials/05_The_CURE_Algorithm_15-13_Advanced.mp4 24.6 MB
07_Week_7_Materials/06_Exploiting_Length_14-39_Advanced.mp4 23.9 MB
04_Week_4_Materials/14_Latent-Factor_Models_16-11.mp4 23.8 MB
06_Week_6_Materials/05_How_to_Compute_the_Margin_14-36_Advanced.mp4 22.8 MB
07_Week_7_Materials/05_Positions_Within_Prefixes_14-04_Advanced.mp4 22.7 MB
05_Week_5_Materials/02_Hierarchical_Clustering_14-07.mp4 22.5 MB
02_Week_2_Materials/12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.mp4 22.5 MB
06_Week_6_Materials/08_How_to_Construct_a_Tree_13-21.mp4 22.2 MB
05_Week_5_Materials/08_The_Balance_Algorithm_15-16.mp4 22.1 MB
07_Week_7_Materials/10_Hubs_and_Authorities_15-16_Advanced.mp4 22.1 MB
02_Week_2_Materials/10_A-Priori_Algorithm_13-07.mp4 21.7 MB
05_Week_5_Materials/03_The_k-Means_Algorithm_12-49.mp4 21.6 MB
05_Week_5_Materials/09_Generalized_Balance_14-35_Advanced.mp4 20.4 MB
02_Week_2_Materials/01_Finding_Similar_Sets_13-37.mp4 20.2 MB
01_Week_1_Materials/03_Scheduling_and_Data_Flow_12-43.mp4 20.2 MB
04_Week_4_Materials/16_Finding_the_Latent_Factors_13-20.mp4 20.1 MB
01_Week_1_Materials/11_How_we_Really_Compute_PageRank_13-49.mp4 20.1 MB
04_Week_4_Materials/04_Implementing_Collaborative_Filtering_13-46_Advanced.mp4 20.0 MB
07_Week_7_Materials/02_More_About_LSH_Families_12-57.mp4 19.9 MB
04_Week_4_Materials/15_Latent-Factor_Recommender_System_14-16.mp4 19.4 MB
04_Week_4_Materials/07_Singular-Value_Decomposition_13-39.mp4 19.3 MB
01_Week_1_Materials/04_Combiners_and_Partition_Functions_12-17_Advanced.mp4 19.1 MB
02_Week_2_Materials/08_Nearest_Neighbor_Learning_11-39.mp4 19.1 MB
02_Week_2_Materials/04_Applications_of_LSH_11-40.mp4 18.9 MB
03_Week_3_Materials/13_Mining_Data_Streams_12-01.mp4 18.9 MB
03_Week_3_Materials/10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.mp4 18.8 MB
01_Week_1_Materials/10_Why_Teleports_Solve_the_Problem_12-26.mp4 18.7 MB
01_Week_1_Materials/09_PageRank-_The_Google_Formulation_12-08.mp4 18.4 MB
04_Week_4_Materials/06_Dimensionality_Reduction-_Introduction_12-01.mp4 18.4 MB
04_Week_4_Materials/10_SVD_Example_and_Conclusion_11-58.mp4 17.8 MB
03_Week_3_Materials/16_Sampling_a_Stream_11-30.mp4 17.6 MB
07_Week_7_Materials/03_Sets_and_Strings_With_a_High_Degree_of_Similarity_11-29_Advanced.mp4 17.5 MB
06_Week_6_Materials/02_Support_Vector_Machines-_Mathematical_Formulation_12-15.mp4 16.7 MB
01_Week_1_Materials/08_PageRank-_Power_Iteration_10-34.mp4 16.2 MB
07_Week_7_Materials/08_Topic-Specific_PageRank_10-06.mp4 15.7 MB
07_Week_7_Materials/07_Computing_PageRank_on_Big_Graphs_10-18_Advanced.mp4 15.6 MB
07_Week_7_Materials/13_TrustRank_10-05.mp4 15.4 MB
05_Week_5_Materials/01_Overview_of_Clustering_8-46.mp4 15.4 MB
06_Week_6_Materials/09_Information_Gain_9-50.mp4 15.1 MB
03_Week_3_Materials/04_Solving_the_BIGCLAM_9-19.mp4 15.1 MB
03_Week_3_Materials/02_The_Affiliation_Graph_Model_10-04.mp4 14.8 MB
06_Week_6_Materials/12_MapReduce_Algorithms_Part_I_10-51_Advanced.mp4 14.8 MB
01_Week_1_Materials/05_Link_Analysis_and_PageRank_9-39.mp4 14.7 MB
03_Week_3_Materials/05_Detecting_Communities_as_Clusters_8-39_Advanced.mp4 14.5 MB
03_Week_3_Materials/12_Analysis_of_Large_Graphs-_Trawling_9-02_Advanced.mp4 14.1 MB
06_Week_6_Materials/07_Decision_Trees_8-33.mp4 13.9 MB
04_Week_4_Materials/17_Extension_to_Include_Global_Effects_9-42_Advanced.mp4 13.8 MB
01_Week_1_Materials/06_PageRank-_The_Flow_Formulation_9-16.mp4 13.8 MB
06_Week_6_Materials/10_Building_Decision_Trees_Using_MapReduce_8-14_Advanced.mp4 13.6 MB
06_Week_6_Materials/04_Soft-Margin_SVMs_9-46.mp4 13.6 MB
03_Week_3_Materials/06_What_Makes_a_Good_Cluster_8-48_Advanced.mp4 13.6 MB
03_Week_3_Materials/03_From_AGM_to_BIGCLAM_8-48.mp4 13.4 MB
06_Week_6_Materials/13_MapReduce_Algorithms_Part_II_9-46_Advanced.mp4 13.1 MB
06_Week_6_Materials/03_What_is_the_Margin_8-22.mp4 12.9 MB
01_Week_1_Materials/07_PageRank-_The_Matrix_Formulation_8-02.mp4 12.6 MB
07_Week_7_Materials/04_Prefix_of_a_String_7-43_Advanced.mp4 12.6 MB
04_Week_4_Materials/08_Dimensionality_Reduction_with_SVD_9-04.mp4 12.6 MB
04_Week_4_Materials/09_SVD_Gives_the_Best_Low-Rank_Approximation_8-28_Advanced.mp4 12.3 MB
07_Week_7_Materials/12_Spam_Farms_8-00.mp4 12.2 MB
06_Week_6_Materials/01_Support_Vector_Machines-_Introduction_7-30.mp4 11.5 MB
06_Week_6_Materials/11_Decision_Trees-_Conclusion_7-25.mp4 11.4 MB
06_Week_6_Materials/06_Support_Vector_Machines-_Example_7-07.mp4 11.3 MB
07_Week_7_Materials/11_Web_Spam-_Introduction_6-50.mp4 11.0 MB
02_Week_2_Materials/05_Fingerprint_Matching_7-07.mp4 10.9 MB
04_Week_4_Materials/13_Discussion_of_the_CUR_Method_7-09.mp4 10.4 MB
03_Week_3_Materials/11_Spectral_Clustering-_Three_Steps_7-17_Advanced.mp4 10.4 MB
03_Week_3_Materials/07_The_Graph_Laplacian_Matrix_6-51_Advanced.mp4 10.0 MB
07_Week_7_Materials/09_Application_to_Measuring_Proximity_in_Graphs_6-25.mp4 9.9 MB
02_Week_2_Materials/06_Finding_Duplicate_News_Articles_6-08.mp4 9.5 MB
04_Week_4_Materials/05_Evaluating_Recommender_Systems_6-09.mp4 9.3 MB
03_Week_3_Materials/08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.mp4 9.3 MB
04_Week_4_Materials/11_CUR_Decomposition_6-27_Advanced.mp4 8.9 MB
04_Week_4_Materials/12_The_CUR_Algorithm_6-15_Advanced.mp4 8.8 MB
03_Week_3_Materials/01_Community_Detection_in_Graphs-_Motivation_5-44.mp4 8.5 MB
03_Week_3_Materials/09_Defining_the_Graph_Laplacian_3-27_Advanced.mp4 5.2 MB
05_Week_5_Materials/04_The_BFR_Algorithm_25-01.pdf 1.7 MB
01_Week_1_Materials/05_Link_Analysis_and_PageRank_9-39.pdf 1.7 MB
02_Week_2_Materials/07_Distance_Measures_22-39.pdf 1.6 MB
01_Week_1_Materials/01_Distributed_File_Systems_15-50.pdf 1.6 MB
04_Week_4_Materials/17_Extension_to_Include_Global_Effects_9-42_Advanced.pdf 1.5 MB
05_Week_5_Materials/06_Computational_Advertising-_Bipartite_Graph_Matching_24-47.pdf 1.5 MB
07_Week_7_Materials/01_LSH_Families_21-13.pdf 1.5 MB
05_Week_5_Materials/07_The_AdWords_Problem_19-21.pdf 1.4 MB
02_Week_2_Materials/09_Frequent_Itemsets_29-50.pdf 1.4 MB
04_Week_4_Materials/03_Collaborative_Filtering_20-52.pdf 1.4 MB
03_Week_3_Materials/01_Community_Detection_in_Graphs-_Motivation_5-44.pdf 1.4 MB
03_Week_3_Materials/02_The_Affiliation_Graph_Model_10-04.pdf 1.4 MB
entered_login.html 1.3 MB
06_Week_6_Materials/15_Matrix_Multiplication_in_MapReduce_24-48_Advanced.pdf 1.3 MB
04_Week_4_Materials/01_Overview_of_Recommender_Systems_16-51.pdf 1.3 MB
01_Week_1_Materials/02_The_MapReduce_Computational_Model_22-04.pdf 1.3 MB
05_Week_5_Materials/01_Overview_of_Clustering_8-46.pdf 1.1 MB
02_Week_2_Materials/03_Locality-Sensitive_Hashing_19-24.pdf 1.1 MB
04_Week_4_Materials/02_Content-Based_Recommendations_21-00.pdf 1.1 MB
03_Week_3_Materials/05_Detecting_Communities_as_Clusters_8-39_Advanced.pdf 1.1 MB
02_Week_2_Materials/12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.pdf 1.1 MB
05_Week_5_Materials/03_The_k-Means_Algorithm_12-49.pdf 1.1 MB
06_Week_6_Materials/14_Theory_of_MapReduce_Algorithms_19-39_Advanced.pdf 1.0 MB
02_Week_2_Materials/11_Improvements_to_A-Priori_17-26__Advanced.pdf 1.0 MB
04_Week_4_Materials/06_Dimensionality_Reduction-_Introduction_12-01.pdf 1015.1 KB
01_Week_1_Materials/04_Combiners_and_Partition_Functions_12-17_Advanced.pdf 1008.4 KB
05_Week_5_Materials/08_The_Balance_Algorithm_15-16.pdf 1006.8 KB
04_Week_4_Materials/15_Latent-Factor_Recommender_System_14-16.pdf 997.1 KB
05_Week_5_Materials/05_The_CURE_Algorithm_15-13_Advanced.pdf 996.2 KB
03_Week_3_Materials/17_Counting_Distinct_Elements_25-59_Advanced.pdf 992.2 KB
07_Week_7_Materials/02_More_About_LSH_Families_12-57.pdf 990.3 KB
01_Week_1_Materials/11_How_we_Really_Compute_PageRank_13-49.pdf 989.8 KB
02_Week_2_Materials/02_Minhashing_25-18.pdf 961.0 KB
07_Week_7_Materials/10_Hubs_and_Authorities_15-16_Advanced.pdf 950.8 KB
04_Week_4_Materials/14_Latent-Factor_Models_16-11.pdf 937.2 KB
01_Week_1_Materials/09_PageRank-_The_Google_Formulation_12-08.pdf 891.0 KB
04_Week_4_Materials/16_Finding_the_Latent_Factors_13-20.pdf 886.1 KB
04_Week_4_Materials/04_Implementing_Collaborative_Filtering_13-46_Advanced.pdf 880.1 KB
05_Week_5_Materials/02_Hierarchical_Clustering_14-07.pdf 876.3 KB
03_Week_3_Materials/12_Analysis_of_Large_Graphs-_Trawling_9-02_Advanced.pdf 860.1 KB
04_Week_4_Materials/11_CUR_Decomposition_6-27_Advanced.pdf 839.1 KB
02_Week_2_Materials/08_Nearest_Neighbor_Learning_11-39.pdf 833.2 KB
03_Week_3_Materials/15_Bloom_Filters_18-00.pdf 830.8 KB
01_Week_1_Materials/03_Scheduling_and_Data_Flow_12-43.pdf 824.9 KB
03_Week_3_Materials/14_Counting_1s_29-00_Advanced.pdf 801.2 KB
05_Week_5_Materials/09_Generalized_Balance_14-35_Advanced.pdf 801.2 KB
06_Week_6_Materials/05_How_to_Compute_the_Margin_14-36_Advanced.pdf 797.4 KB
01_Week_1_Materials/06_PageRank-_The_Flow_Formulation_9-16.pdf 777.9 KB
02_Week_2_Materials/04_Applications_of_LSH_11-40.pdf 771.1 KB
03_Week_3_Materials/07_The_Graph_Laplacian_Matrix_6-51_Advanced.pdf 764.5 KB
03_Week_3_Materials/10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.pdf 749.4 KB
07_Week_7_Materials/13_TrustRank_10-05.pdf 748.7 KB
06_Week_6_Materials/03_What_is_the_Margin_8-22.pdf 741.5 KB
06_Week_6_Materials/07_Decision_Trees_8-33.pdf 734.5 KB
04_Week_4_Materials/10_SVD_Example_and_Conclusion_11-58.pdf 729.0 KB
07_Week_7_Materials/09_Application_to_Measuring_Proximity_in_Graphs_6-25.pdf 727.5 KB
07_Week_7_Materials/08_Topic-Specific_PageRank_10-06.pdf 710.3 KB
03_Week_3_Materials/16_Sampling_a_Stream_11-30.pdf 707.2 KB
06_Week_6_Materials/10_Building_Decision_Trees_Using_MapReduce_8-14_Advanced.pdf 690.2 KB
06_Week_6_Materials/12_MapReduce_Algorithms_Part_I_10-51_Advanced.pdf 686.3 KB
06_Week_6_Materials/01_Support_Vector_Machines-_Introduction_7-30.pdf 672.8 KB
07_Week_7_Materials/11_Web_Spam-_Introduction_6-50.pdf 660.2 KB
02_Week_2_Materials/10_A-Priori_Algorithm_13-07.pdf 651.0 KB
02_Week_2_Materials/05_Fingerprint_Matching_7-07.pdf 637.3 KB
04_Week_4_Materials/08_Dimensionality_Reduction_with_SVD_9-04.pdf 622.4 KB
07_Week_7_Materials/03_Sets_and_Strings_With_a_High_Degree_of_Similarity_11-29_Advanced.pdf 604.7 KB
07_Week_7_Materials/06_Exploiting_Length_14-39_Advanced.pdf 594.2 KB
07_Week_7_Materials/05_Positions_Within_Prefixes_14-04_Advanced.pdf 590.5 KB
03_Week_3_Materials/03_From_AGM_to_BIGCLAM_8-48.pdf 585.7 KB
06_Week_6_Materials/13_MapReduce_Algorithms_Part_II_9-46_Advanced.pdf 581.0 KB
02_Week_2_Materials/01_Finding_Similar_Sets_13-37.pdf 560.9 KB
04_Week_4_Materials/05_Evaluating_Recommender_Systems_6-09.pdf 560.6 KB
06_Week_6_Materials/08_How_to_Construct_a_Tree_13-21.pdf 550.7 KB
06_Week_6_Materials/11_Decision_Trees-_Conclusion_7-25.pdf 543.7 KB
06_Week_6_Materials/06_Support_Vector_Machines-_Example_7-07.pdf 539.2 KB
02_Week_2_Materials/06_Finding_Duplicate_News_Articles_6-08.pdf 533.8 KB
01_Week_1_Materials/10_Why_Teleports_Solve_the_Problem_12-26.pdf 530.3 KB
04_Week_4_Materials/07_Singular-Value_Decomposition_13-39.pdf 505.9 KB
03_Week_3_Materials/11_Spectral_Clustering-_Three_Steps_7-17_Advanced.pdf 503.2 KB
03_Week_3_Materials/13_Mining_Data_Streams_12-01.pdf 489.4 KB
06_Week_6_Materials/02_Support_Vector_Machines-_Mathematical_Formulation_12-15.pdf 469.9 KB
07_Week_7_Materials/07_Computing_PageRank_on_Big_Graphs_10-18_Advanced.pdf 449.8 KB
03_Week_3_Materials/06_What_Makes_a_Good_Cluster_8-48_Advanced.pdf 438.6 KB
01_Week_1_Materials/08_PageRank-_Power_Iteration_10-34.pdf 387.1 KB
03_Week_3_Materials/04_Solving_the_BIGCLAM_9-19.pdf 377.7 KB
04_Week_4_Materials/09_SVD_Gives_the_Best_Low-Rank_Approximation_8-28_Advanced.pdf 368.0 KB
07_Week_7_Materials/12_Spam_Farms_8-00.pdf 363.6 KB
07_Week_7_Materials/04_Prefix_of_a_String_7-43_Advanced.pdf 352.3 KB
01_Week_1_Materials/07_PageRank-_The_Matrix_Formulation_8-02.pdf 336.5 KB
04_Week_4_Materials/12_The_CUR_Algorithm_6-15_Advanced.pdf 327.5 KB
04_Week_4_Materials/13_Discussion_of_the_CUR_Method_7-09.pdf 305.1 KB
06_Week_6_Materials/09_Information_Gain_9-50.pdf 283.7 KB
03_Week_3_Materials/08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.pdf 263.5 KB
06_Week_6_Materials/04_Soft-Margin_SVMs_9-46.pdf 259.2 KB
03_Week_3_Materials/09_Defining_the_Graph_Laplacian_3-27_Advanced.pdf 216.1 KB
Quizzes (Homeworks).html 94.2 KB
FinalExam/0_Final_Basic/0_Final_Basic.html 85.4 KB
course_home.html 68.8 KB
Announcements/Announcements.html 68.7 KB
FinalExam/1_Final_Advanced/1_Final_Advanced.html 68.0 KB
DiscussionForums/DiscussionForums.html 59.7 KB
QuickQuestions15/QuickQuestions15.html 56.1 KB
QuizzesHomeworks/4_Week3A_Advanced/4_Week3A_Advanced.html 51.5 KB
QuizzesHomeworks/9_Week5B_Basic/9_Week5B_Basic.html 50.9 KB
QuizzesHomeworks/1_Week_2A_LSH_Basic/1_Week_2A_LSH_Basic.html 50.2 KB
QuizzesHomeworks/12_Week7A_Advanced/12_Week7A_Advanced.html 49.2 KB
QuizzesHomeworks/8_Week5A_Advanced/8_Week5A_Advanced.html 49.0 KB
QuizzesHomeworks/10_Week6A_Advanced/10_Week6A_Advanced.html 48.4 KB
QuizzesHomeworks/11_Week6B_Basic/11_Week6B_Basic.html 47.8 KB
QuizzesHomeworks/7_Week4B_Basic/7_Week4B_Basic.html 47.7 KB
QuizzesHomeworks/2_Week_2B_Frequent_Itemsets_Basic/2_Week_2B_Frequent_Itemsets_Basic.html 47.2 KB
QuizzesHomeworks/0_Week_1_Basic/0_Week_1_Basic.html 47.1 KB
QuizzesHomeworks/3_Week_2C_Advanced/3_Week_2C_Advanced.html 45.2 KB
QuizzesHomeworks/5_Week3B_Basic/5_Week3B_Basic.html 44.1 KB
QuizzesHomeworks/13_Week7B_Basic/13_Week7B_Basic.html 43.9 KB
QuizzesHomeworks/6_Week4A_Basic/6_Week4A_Basic.html 43.9 KB
Syllabus/Syllabus.html 43.1 KB
QuizzesHomeworks/14_Finding_Similar_Sentences_Optional_programming_assignment/14_Finding_Similar_Sentences_Optional_programming_assignment.html 42.5 KB
QuizzesHomeworks/14_Finding_Similar_Sentences_Optional_programming_assignment/zip_page.html 42.5 KB
QuizzesHomeworks/15_PageRank_Optional_programming_assignment/15_PageRank_Optional_programming_assignment.html 41.6 KB
GradingandLogistics/GradingandLogistics.html 40.2 KB
02_Week_2_Materials/09_Frequent_Itemsets_29-50.srt 37.9 KB
Final Exam.html 37.7 KB
VideoErrata/VideoErrata.html 37.7 KB
05_Week_5_Materials/04_The_BFR_Algorithm_25-01.srt 34.9 KB
03_Week_3_Materials/14_Counting_1s_29-00_Advanced.srt 33.7 KB
05_Week_5_Materials/06_Computational_Advertising-_Bipartite_Graph_Matching_24-47.srt 33.0 KB
03_Week_3_Materials/17_Counting_Distinct_Elements_25-59_Advanced.srt 32.6 KB
assignment_home.html 32.6 KB
02_Week_2_Materials/02_Minhashing_25-18.srt 30.5 KB
02_Week_2_Materials/07_Distance_Measures_22-39.srt 30.3 KB
06_Week_6_Materials/15_Matrix_Multiplication_in_MapReduce_24-48_Advanced.srt 29.8 KB
01_Week_1_Materials/02_The_MapReduce_Computational_Model_22-04.srt 29.8 KB
04_Week_4_Materials/03_Collaborative_Filtering_20-52.srt 28.2 KB
04_Week_4_Materials/02_Content-Based_Recommendations_21-00.srt 27.9 KB
05_Week_5_Materials/07_The_AdWords_Problem_19-21.srt 27.5 KB
06_Week_6_Materials/14_Theory_of_MapReduce_Algorithms_19-39_Advanced.srt 26.8 KB
04_Week_4_Materials/01_Overview_of_Recommender_Systems_16-51.srt 26.1 KB
07_Week_7_Materials/01_LSH_Families_21-13.srt 25.8 KB
02_Week_2_Materials/03_Locality-Sensitive_Hashing_19-24.srt 25.1 KB
01_Week_1_Materials/01_Distributed_File_Systems_15-50.srt 24.2 KB
02_Week_2_Materials/11_Improvements_to_A-Priori_17-26__Advanced.srt 24.2 KB
04_Week_4_Materials/14_Latent-Factor_Models_16-11.srt 23.3 KB
02_Week_2_Materials/09_Frequent_Itemsets_29-50.txt 23.3 KB
05_Week_5_Materials/05_The_CURE_Algorithm_15-13_Advanced.srt 22.5 KB
07_Week_7_Materials/10_Hubs_and_Authorities_15-16_Advanced.srt 22.3 KB
05_Week_5_Materials/04_The_BFR_Algorithm_25-01.txt 21.9 KB
05_Week_5_Materials/08_The_Balance_Algorithm_15-16.srt 21.4 KB
03_Week_3_Materials/15_Bloom_Filters_18-00.srt 20.9 KB
03_Week_3_Materials/14_Counting_1s_29-00_Advanced.txt 20.7 KB
02_Week_2_Materials/12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.srt 20.7 KB
05_Week_5_Materials/06_Computational_Advertising-_Bipartite_Graph_Matching_24-47.txt 20.5 KB
04_Week_4_Materials/07_Singular-Value_Decomposition_13-39.srt 20.5 KB
06_Week_6_Materials/05_How_to_Compute_the_Margin_14-36_Advanced.srt 20.4 KB
06_Week_6_Materials/08_How_to_Construct_a_Tree_13-21.srt 20.3 KB
03_Week_3_Materials/17_Counting_Distinct_Elements_25-59_Advanced.txt 20.3 KB
01_Week_1_Materials/11_How_we_Really_Compute_PageRank_13-49.srt 20.2 KB
04_Week_4_Materials/15_Latent-Factor_Recommender_System_14-16.srt 20.1 KB
03_Week_3_Materials/10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.srt 19.7 KB
04_Week_4_Materials/16_Finding_the_Latent_Factors_13-20.srt 19.4 KB
05_Week_5_Materials/03_The_k-Means_Algorithm_12-49.srt 19.1 KB
04_Week_4_Materials/06_Dimensionality_Reduction-_Introduction_12-01.srt 18.9 KB
05_Week_5_Materials/02_Hierarchical_Clustering_14-07.srt 18.9 KB
02_Week_2_Materials/07_Distance_Measures_22-39.txt 18.9 KB
06_Week_6_Materials/15_Matrix_Multiplication_in_MapReduce_24-48_Advanced.txt 18.8 KB
04_Week_4_Materials/04_Implementing_Collaborative_Filtering_13-46_Advanced.srt 18.7 KB
02_Week_2_Materials/02_Minhashing_25-18.txt 18.6 KB
02_Week_2_Materials/01_Finding_Similar_Sets_13-37.srt 18.5 KB
05_Week_5_Materials/09_Generalized_Balance_14-35_Advanced.srt 18.2 KB
01_Week_1_Materials/02_The_MapReduce_Computational_Model_22-04.txt 18.2 KB
07_Week_7_Materials/06_Exploiting_Length_14-39_Advanced.srt 18.0 KB
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04_Week_4_Materials/03_Collaborative_Filtering_20-52.txt 17.6 KB
01_Week_1_Materials/09_PageRank-_The_Google_Formulation_12-08.srt 17.5 KB
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02_Week_2_Materials/08_Nearest_Neighbor_Learning_11-39.srt 17.2 KB
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01_Week_1_Materials/10_Why_Teleports_Solve_the_Problem_12-26.srt 17.0 KB
05_Week_5_Materials/07_The_AdWords_Problem_19-21.txt 17.0 KB
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05_Week_5_Materials/05_The_CURE_Algorithm_15-13_Advanced.txt 14.4 KB
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