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文档列表

QuizzesHomeworks/14_Finding_Similar_Sentences_Optional_programming_assignment/sentences.txt.zip 534.0 MB
02_Week_2_Materials/09_Frequent_Itemsets_29-50.mp4 54.2 MB
03_Week_3_Materials/14_Counting_1s_29-00_Advanced.mp4 46.2 MB
05_Week_5_Materials/06_Computational_Advertising-_Bipartite_Graph_Matching_24-47.mp4 45.5 MB
02_Week_2_Materials/02_Minhashing_25-18.mp4 43.3 MB
05_Week_5_Materials/04_The_BFR_Algorithm_25-01.mp4 41.6 MB
03_Week_3_Materials/17_Counting_Distinct_Elements_25-59_Advanced.mp4 39.6 MB
01_Week_1_Materials/02_The_MapReduce_Computational_Model_22-04.mp4 37.4 MB
06_Week_6_Materials/15_Matrix_Multiplication_in_MapReduce_24-48_Advanced.mp4 36.2 MB
02_Week_2_Materials/07_Distance_Measures_22-39.mp4 36.2 MB
04_Week_4_Materials/02_Content-Based_Recommendations_21-00.mp4 35.8 MB
07_Week_7_Materials/01_LSH_Families_21-13.mp4 35.7 MB
02_Week_2_Materials/03_Locality-Sensitive_Hashing_19-24.mp4 33.5 MB
05_Week_5_Materials/07_The_AdWords_Problem_19-21.mp4 33.1 MB
04_Week_4_Materials/03_Collaborative_Filtering_20-52.mp4 30.6 MB
04_Week_4_Materials/01_Overview_of_Recommender_Systems_16-51.mp4 30.4 MB
03_Week_3_Materials/15_Bloom_Filters_18-00.mp4 29.8 MB
02_Week_2_Materials/11_Improvements_to_A-Priori_17-26__Advanced.mp4 29.6 MB
01_Week_1_Materials/01_Distributed_File_Systems_15-50.mp4 28.9 MB
06_Week_6_Materials/14_Theory_of_MapReduce_Algorithms_19-39_Advanced.mp4 27.3 MB
05_Week_5_Materials/05_The_CURE_Algorithm_15-13_Advanced.mp4 25.8 MB
07_Week_7_Materials/06_Exploiting_Length_14-39_Advanced.mp4 25.0 MB
04_Week_4_Materials/14_Latent-Factor_Models_16-11.mp4 24.9 MB
06_Week_6_Materials/05_How_to_Compute_the_Margin_14-36_Advanced.mp4 23.9 MB
07_Week_7_Materials/05_Positions_Within_Prefixes_14-04_Advanced.mp4 23.8 MB
05_Week_5_Materials/02_Hierarchical_Clustering_14-07.mp4 23.6 MB
02_Week_2_Materials/12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.mp4 23.6 MB
06_Week_6_Materials/08_How_to_Construct_a_Tree_13-21.mp4 23.3 MB
05_Week_5_Materials/08_The_Balance_Algorithm_15-16.mp4 23.2 MB
07_Week_7_Materials/10_Hubs_and_Authorities_15-16_Advanced.mp4 23.2 MB
02_Week_2_Materials/10_A-Priori_Algorithm_13-07.mp4 22.7 MB
05_Week_5_Materials/03_The_k-Means_Algorithm_12-49.mp4 22.7 MB
05_Week_5_Materials/09_Generalized_Balance_14-35_Advanced.mp4 21.4 MB
02_Week_2_Materials/01_Finding_Similar_Sets_13-37.mp4 21.2 MB
01_Week_1_Materials/03_Scheduling_and_Data_Flow_12-43.mp4 21.1 MB
04_Week_4_Materials/16_Finding_the_Latent_Factors_13-20.mp4 21.0 MB
01_Week_1_Materials/11_How_we_Really_Compute_PageRank_13-49.mp4 21.0 MB
04_Week_4_Materials/04_Implementing_Collaborative_Filtering_13-46_Advanced.mp4 21.0 MB
07_Week_7_Materials/02_More_About_LSH_Families_12-57.mp4 20.8 MB
04_Week_4_Materials/15_Latent-Factor_Recommender_System_14-16.mp4 20.4 MB
04_Week_4_Materials/07_Singular-Value_Decomposition_13-39.mp4 20.2 MB
01_Week_1_Materials/04_Combiners_and_Partition_Functions_12-17_Advanced.mp4 20.0 MB
02_Week_2_Materials/08_Nearest_Neighbor_Learning_11-39.mp4 20.0 MB
02_Week_2_Materials/04_Applications_of_LSH_11-40.mp4 19.8 MB
03_Week_3_Materials/13_Mining_Data_Streams_12-01.mp4 19.8 MB
03_Week_3_Materials/10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.mp4 19.7 MB
01_Week_1_Materials/10_Why_Teleports_Solve_the_Problem_12-26.mp4 19.6 MB
01_Week_1_Materials/09_PageRank-_The_Google_Formulation_12-08.mp4 19.3 MB
04_Week_4_Materials/06_Dimensionality_Reduction-_Introduction_12-01.mp4 19.3 MB
04_Week_4_Materials/10_SVD_Example_and_Conclusion_11-58.mp4 18.6 MB
03_Week_3_Materials/16_Sampling_a_Stream_11-30.mp4 18.5 MB
07_Week_7_Materials/03_Sets_and_Strings_With_a_High_Degree_of_Similarity_11-29_Advanced.mp4 18.4 MB
06_Week_6_Materials/02_Support_Vector_Machines-_Mathematical_Formulation_12-15.mp4 17.5 MB
01_Week_1_Materials/08_PageRank-_Power_Iteration_10-34.mp4 17.0 MB
07_Week_7_Materials/08_Topic-Specific_PageRank_10-06.mp4 16.4 MB
07_Week_7_Materials/07_Computing_PageRank_on_Big_Graphs_10-18_Advanced.mp4 16.3 MB
07_Week_7_Materials/13_TrustRank_10-05.mp4 16.2 MB
05_Week_5_Materials/01_Overview_of_Clustering_8-46.mp4 16.1 MB
06_Week_6_Materials/09_Information_Gain_9-50.mp4 15.8 MB
03_Week_3_Materials/04_Solving_the_BIGCLAM_9-19.mp4 15.8 MB
03_Week_3_Materials/02_The_Affiliation_Graph_Model_10-04.mp4 15.6 MB
06_Week_6_Materials/12_MapReduce_Algorithms_Part_I_10-51_Advanced.mp4 15.5 MB
01_Week_1_Materials/05_Link_Analysis_and_PageRank_9-39.mp4 15.4 MB
03_Week_3_Materials/05_Detecting_Communities_as_Clusters_8-39_Advanced.mp4 15.2 MB
03_Week_3_Materials/12_Analysis_of_Large_Graphs-_Trawling_9-02_Advanced.mp4 14.8 MB
06_Week_6_Materials/07_Decision_Trees_8-33.mp4 14.5 MB
04_Week_4_Materials/17_Extension_to_Include_Global_Effects_9-42_Advanced.mp4 14.5 MB
01_Week_1_Materials/06_PageRank-_The_Flow_Formulation_9-16.mp4 14.5 MB
06_Week_6_Materials/10_Building_Decision_Trees_Using_MapReduce_8-14_Advanced.mp4 14.3 MB
06_Week_6_Materials/04_Soft-Margin_SVMs_9-46.mp4 14.3 MB
03_Week_3_Materials/06_What_Makes_a_Good_Cluster_8-48_Advanced.mp4 14.3 MB
03_Week_3_Materials/03_From_AGM_to_BIGCLAM_8-48.mp4 14.1 MB
06_Week_6_Materials/13_MapReduce_Algorithms_Part_II_9-46_Advanced.mp4 13.7 MB
06_Week_6_Materials/03_What_is_the_Margin_8-22.mp4 13.5 MB
01_Week_1_Materials/07_PageRank-_The_Matrix_Formulation_8-02.mp4 13.2 MB
07_Week_7_Materials/04_Prefix_of_a_String_7-43_Advanced.mp4 13.2 MB
04_Week_4_Materials/08_Dimensionality_Reduction_with_SVD_9-04.mp4 13.2 MB
04_Week_4_Materials/09_SVD_Gives_the_Best_Low-Rank_Approximation_8-28_Advanced.mp4 12.9 MB
07_Week_7_Materials/12_Spam_Farms_8-00.mp4 12.8 MB
06_Week_6_Materials/01_Support_Vector_Machines-_Introduction_7-30.mp4 12.0 MB
06_Week_6_Materials/11_Decision_Trees-_Conclusion_7-25.mp4 12.0 MB
06_Week_6_Materials/06_Support_Vector_Machines-_Example_7-07.mp4 11.8 MB
07_Week_7_Materials/11_Web_Spam-_Introduction_6-50.mp4 11.6 MB
02_Week_2_Materials/05_Fingerprint_Matching_7-07.mp4 11.4 MB
04_Week_4_Materials/13_Discussion_of_the_CUR_Method_7-09.mp4 10.9 MB
03_Week_3_Materials/11_Spectral_Clustering-_Three_Steps_7-17_Advanced.mp4 10.9 MB
03_Week_3_Materials/07_The_Graph_Laplacian_Matrix_6-51_Advanced.mp4 10.5 MB
07_Week_7_Materials/09_Application_to_Measuring_Proximity_in_Graphs_6-25.mp4 10.3 MB
02_Week_2_Materials/06_Finding_Duplicate_News_Articles_6-08.mp4 9.9 MB
04_Week_4_Materials/05_Evaluating_Recommender_Systems_6-09.mp4 9.8 MB
03_Week_3_Materials/08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.mp4 9.7 MB
04_Week_4_Materials/11_CUR_Decomposition_6-27_Advanced.mp4 9.3 MB
04_Week_4_Materials/12_The_CUR_Algorithm_6-15_Advanced.mp4 9.2 MB
03_Week_3_Materials/01_Community_Detection_in_Graphs-_Motivation_5-44.mp4 8.9 MB
03_Week_3_Materials/09_Defining_the_Graph_Laplacian_3-27_Advanced.mp4 5.4 MB
05_Week_5_Materials/04_The_BFR_Algorithm_25-01.pdf 1.8 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 1.7 MB
01_Week_1_Materials/01_Distributed_File_Systems_15-50.pdf 1.7 MB
04_Week_4_Materials/17_Extension_to_Include_Global_Effects_9-42_Advanced.pdf 1.6 MB
05_Week_5_Materials/06_Computational_Advertising-_Bipartite_Graph_Matching_24-47.pdf 1.6 MB
07_Week_7_Materials/01_LSH_Families_21-13.pdf 1.6 MB
05_Week_5_Materials/07_The_AdWords_Problem_19-21.pdf 1.5 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 1.4 MB
06_Week_6_Materials/15_Matrix_Multiplication_in_MapReduce_24-48_Advanced.pdf 1.4 MB
04_Week_4_Materials/01_Overview_of_Recommender_Systems_16-51.pdf 1.4 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 1.2 MB
02_Week_2_Materials/03_Locality-Sensitive_Hashing_19-24.pdf 1.2 MB
04_Week_4_Materials/02_Content-Based_Recommendations_21-00.pdf 1.2 MB
03_Week_3_Materials/05_Detecting_Communities_as_Clusters_8-39_Advanced.pdf 1.2 MB
02_Week_2_Materials/12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.pdf 1.2 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 1.1 MB
02_Week_2_Materials/11_Improvements_to_A-Priori_17-26__Advanced.pdf 1.1 MB
04_Week_4_Materials/06_Dimensionality_Reduction-_Introduction_12-01.pdf 1.0 MB
01_Week_1_Materials/04_Combiners_and_Partition_Functions_12-17_Advanced.pdf 1.0 MB
05_Week_5_Materials/08_The_Balance_Algorithm_15-16.pdf 1.0 MB
04_Week_4_Materials/15_Latent-Factor_Recommender_System_14-16.pdf 1.0 MB
05_Week_5_Materials/05_The_CURE_Algorithm_15-13_Advanced.pdf 1.0 MB
03_Week_3_Materials/17_Counting_Distinct_Elements_25-59_Advanced.pdf 1.0 MB
07_Week_7_Materials/02_More_About_LSH_Families_12-57.pdf 1.0 MB
01_Week_1_Materials/11_How_we_Really_Compute_PageRank_13-49.pdf 1.0 MB
02_Week_2_Materials/02_Minhashing_25-18.pdf 984.0 kB
07_Week_7_Materials/10_Hubs_and_Authorities_15-16_Advanced.pdf 973.7 kB
04_Week_4_Materials/14_Latent-Factor_Models_16-11.pdf 959.7 kB
01_Week_1_Materials/09_PageRank-_The_Google_Formulation_12-08.pdf 912.4 kB
04_Week_4_Materials/16_Finding_the_Latent_Factors_13-20.pdf 907.4 kB
04_Week_4_Materials/04_Implementing_Collaborative_Filtering_13-46_Advanced.pdf 901.3 kB
05_Week_5_Materials/02_Hierarchical_Clustering_14-07.pdf 897.3 kB
03_Week_3_Materials/12_Analysis_of_Large_Graphs-_Trawling_9-02_Advanced.pdf 880.8 kB
04_Week_4_Materials/11_CUR_Decomposition_6-27_Advanced.pdf 859.2 kB
02_Week_2_Materials/08_Nearest_Neighbor_Learning_11-39.pdf 853.2 kB
03_Week_3_Materials/15_Bloom_Filters_18-00.pdf 850.8 kB
01_Week_1_Materials/03_Scheduling_and_Data_Flow_12-43.pdf 844.7 kB
03_Week_3_Materials/14_Counting_1s_29-00_Advanced.pdf 820.5 kB
05_Week_5_Materials/09_Generalized_Balance_14-35_Advanced.pdf 820.4 kB
06_Week_6_Materials/05_How_to_Compute_the_Margin_14-36_Advanced.pdf 816.6 kB
01_Week_1_Materials/06_PageRank-_The_Flow_Formulation_9-16.pdf 796.6 kB
02_Week_2_Materials/04_Applications_of_LSH_11-40.pdf 789.6 kB
03_Week_3_Materials/07_The_Graph_Laplacian_Matrix_6-51_Advanced.pdf 782.9 kB
03_Week_3_Materials/10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.pdf 767.4 kB
07_Week_7_Materials/13_TrustRank_10-05.pdf 766.6 kB
06_Week_6_Materials/03_What_is_the_Margin_8-22.pdf 759.3 kB
06_Week_6_Materials/07_Decision_Trees_8-33.pdf 752.1 kB
04_Week_4_Materials/10_SVD_Example_and_Conclusion_11-58.pdf 746.5 kB
07_Week_7_Materials/09_Application_to_Measuring_Proximity_in_Graphs_6-25.pdf 744.9 kB
07_Week_7_Materials/08_Topic-Specific_PageRank_10-06.pdf 727.4 kB
03_Week_3_Materials/16_Sampling_a_Stream_11-30.pdf 724.2 kB
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07_Week_7_Materials/11_Web_Spam-_Introduction_6-50.pdf 676.0 kB
02_Week_2_Materials/10_A-Priori_Algorithm_13-07.pdf 666.6 kB
02_Week_2_Materials/05_Fingerprint_Matching_7-07.pdf 652.6 kB
04_Week_4_Materials/08_Dimensionality_Reduction_with_SVD_9-04.pdf 637.3 kB
07_Week_7_Materials/03_Sets_and_Strings_With_a_High_Degree_of_Similarity_11-29_Advanced.pdf 619.3 kB
07_Week_7_Materials/06_Exploiting_Length_14-39_Advanced.pdf 608.4 kB
07_Week_7_Materials/05_Positions_Within_Prefixes_14-04_Advanced.pdf 604.7 kB
03_Week_3_Materials/03_From_AGM_to_BIGCLAM_8-48.pdf 599.8 kB
06_Week_6_Materials/13_MapReduce_Algorithms_Part_II_9-46_Advanced.pdf 595.0 kB
02_Week_2_Materials/01_Finding_Similar_Sets_13-37.pdf 574.4 kB
04_Week_4_Materials/05_Evaluating_Recommender_Systems_6-09.pdf 574.0 kB
06_Week_6_Materials/08_How_to_Construct_a_Tree_13-21.pdf 564.0 kB
06_Week_6_Materials/11_Decision_Trees-_Conclusion_7-25.pdf 556.7 kB
06_Week_6_Materials/06_Support_Vector_Machines-_Example_7-07.pdf 552.2 kB
02_Week_2_Materials/06_Finding_Duplicate_News_Articles_6-08.pdf 546.6 kB
01_Week_1_Materials/10_Why_Teleports_Solve_the_Problem_12-26.pdf 543.0 kB
04_Week_4_Materials/07_Singular-Value_Decomposition_13-39.pdf 518.1 kB
03_Week_3_Materials/11_Spectral_Clustering-_Three_Steps_7-17_Advanced.pdf 515.3 kB
03_Week_3_Materials/13_Mining_Data_Streams_12-01.pdf 501.2 kB
06_Week_6_Materials/02_Support_Vector_Machines-_Mathematical_Formulation_12-15.pdf 481.2 kB
07_Week_7_Materials/07_Computing_PageRank_on_Big_Graphs_10-18_Advanced.pdf 460.6 kB
03_Week_3_Materials/06_What_Makes_a_Good_Cluster_8-48_Advanced.pdf 449.1 kB
01_Week_1_Materials/08_PageRank-_Power_Iteration_10-34.pdf 396.4 kB
03_Week_3_Materials/04_Solving_the_BIGCLAM_9-19.pdf 386.7 kB
04_Week_4_Materials/09_SVD_Gives_the_Best_Low-Rank_Approximation_8-28_Advanced.pdf 376.8 kB
07_Week_7_Materials/12_Spam_Farms_8-00.pdf 372.3 kB
07_Week_7_Materials/04_Prefix_of_a_String_7-43_Advanced.pdf 360.8 kB
01_Week_1_Materials/07_PageRank-_The_Matrix_Formulation_8-02.pdf 344.5 kB
04_Week_4_Materials/12_The_CUR_Algorithm_6-15_Advanced.pdf 335.4 kB
04_Week_4_Materials/13_Discussion_of_the_CUR_Method_7-09.pdf 312.4 kB
06_Week_6_Materials/09_Information_Gain_9-50.pdf 290.5 kB
03_Week_3_Materials/08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.pdf 269.8 kB
06_Week_6_Materials/04_Soft-Margin_SVMs_9-46.pdf 265.4 kB
03_Week_3_Materials/09_Defining_the_Graph_Laplacian_3-27_Advanced.pdf 221.3 kB
Quizzes (Homeworks).html 96.5 kB
FinalExam/0_Final_Basic/0_Final_Basic.html 87.4 kB
course_home.html 70.5 kB
Announcements/Announcements.html 70.3 kB
FinalExam/1_Final_Advanced/1_Final_Advanced.html 69.6 kB
DiscussionForums/DiscussionForums.html 61.1 kB
QuickQuestions15/QuickQuestions15.html 57.5 kB
QuizzesHomeworks/4_Week3A_Advanced/4_Week3A_Advanced.html 52.7 kB
QuizzesHomeworks/9_Week5B_Basic/9_Week5B_Basic.html 52.2 kB
QuizzesHomeworks/1_Week_2A_LSH_Basic/1_Week_2A_LSH_Basic.html 51.4 kB
QuizzesHomeworks/12_Week7A_Advanced/12_Week7A_Advanced.html 50.4 kB
QuizzesHomeworks/8_Week5A_Advanced/8_Week5A_Advanced.html 50.2 kB
QuizzesHomeworks/10_Week6A_Advanced/10_Week6A_Advanced.html 49.6 kB
QuizzesHomeworks/11_Week6B_Basic/11_Week6B_Basic.html 49.0 kB
QuizzesHomeworks/7_Week4B_Basic/7_Week4B_Basic.html 48.9 kB
QuizzesHomeworks/2_Week_2B_Frequent_Itemsets_Basic/2_Week_2B_Frequent_Itemsets_Basic.html 48.3 kB
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QuizzesHomeworks/5_Week3B_Basic/5_Week3B_Basic.html 45.2 kB
QuizzesHomeworks/13_Week7B_Basic/13_Week7B_Basic.html 44.9 kB
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QuizzesHomeworks/14_Finding_Similar_Sentences_Optional_programming_assignment/14_Finding_Similar_Sentences_Optional_programming_assignment.html 43.5 kB
QuizzesHomeworks/14_Finding_Similar_Sentences_Optional_programming_assignment/zip_page.html 43.5 kB
QuizzesHomeworks/15_PageRank_Optional_programming_assignment/15_PageRank_Optional_programming_assignment.html 42.6 kB
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Final Exam.html 38.6 kB
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07_Week_7_Materials/01_LSH_Families_21-13.srt 26.5 kB
02_Week_2_Materials/03_Locality-Sensitive_Hashing_19-24.srt 25.7 kB
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07_Week_7_Materials/10_Hubs_and_Authorities_15-16_Advanced.srt 22.8 kB
05_Week_5_Materials/04_The_BFR_Algorithm_25-01.txt 22.5 kB
05_Week_5_Materials/08_The_Balance_Algorithm_15-16.srt 21.9 kB
03_Week_3_Materials/15_Bloom_Filters_18-00.srt 21.4 kB
03_Week_3_Materials/14_Counting_1s_29-00_Advanced.txt 21.2 kB
02_Week_2_Materials/12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.srt 21.2 kB
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