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详细目录:4j(|6M!e+n$m0l
:Q*H n!|-W$B)U
└─MiningMassiveDatasets-Stanford
├─01_Week_1_Materials
│ 01_Distributed_File_Systems_15-50.mp4
│ 01_Distributed_File_Systems_15-50.pdf,_+N,o5_7d(]7w&T
│ 01_Distributed_File_Systems_15-50.srt
│ 01_Distributed_File_Systems_15-50.txt8_'o7R(b0j!w:Q
│ 02_The_MapReduce_Computational_Model_22-04.mp4!B,y'K.[5o
│ 02_The_MapReduce_Computational_Model_22-04.pdf6h'm/~8`%[-Y8f
│ 02_The_MapReduce_Computational_Model_22-04.srt
│ 02_The_MapReduce_Computational_Model_22-04.txt6o7L3L K#e.z.F C)Y(k;{;\
│ 03_Scheduling_and_Data_Flow_12-43.mp49j"c&[9e5m#w3|
│ 03_Scheduling_and_Data_Flow_12-43.pdf
│ 03_Scheduling_and_Data_Flow_12-43.srt/h i0q)?!f%C4F
│ 03_Scheduling_and_Data_Flow_12-43.txt5L/~0S8k2N5X
│ 04_Combiners_and_Partition_Functions_12-17_Advanced.mp4*?)u1{)U5E"y3s;D
│ 04_Combiners_and_Partition_Functions_12-17_Advanced.pdf$j(z+C8^:@'E;c
│ 04_Combiners_and_Partition_Functions_12-17_Advanced.srt
│ 04_Combiners_and_Partition_Functions_12-17_Advanced.txt
│ 05_Link_Analysis_and_PageRank_9-39.mp43z1z:Q2h'j%M2s4l0v
│ 05_Link_Analysis_and_PageRank_9-39.pdf(H9T3e9S:|7V5F
│ 05_Link_Analysis_and_PageRank_9-39.srt
│ 05_Link_Analysis_and_PageRank_9-39.txt"J'G1a3o'e7u-B7P
│ 06_PageRank-_The_Flow_Formulation_9-16.mp49e,E%W5V6K
│ 06_PageRank-_The_Flow_Formulation_9-16.pdf(n1W)g)Z&?,d9B7U
│ 06_PageRank-_The_Flow_Formulation_9-16.srt
│ 06_PageRank-_The_Flow_Formulation_9-16.txt8j/b;i.u3r-r2y!l#L O
│ 07_PageRank-_The_Matrix_Formulation_8-02.mp4
│ 07_PageRank-_The_Matrix_Formulation_8-02.pdf*M;a,]3R0[8t*O b,m
│ 07_PageRank-_The_Matrix_Formulation_8-02.srt
│ 07_PageRank-_The_Matrix_Formulation_8-02.txt&\7m+j;n6l:v)T(Q1j(F
│ 08_PageRank-_Power_Iteration_10-34.mp4
│ 08_PageRank-_Power_Iteration_10-34.pdf:\.T,I;W-U"L4y;y0f4A
│ 08_PageRank-_Power_Iteration_10-34.srt
│ 08_PageRank-_Power_Iteration_10-34.txt
│ 09_PageRank-_The_Google_Formulation_12-08.mp4.T!l"O2Z,L
│ 09_PageRank-_The_Google_Formulation_12-08.pdf
│ 09_PageRank-_The_Google_Formulation_12-08.srt
│ 09_PageRank-_The_Google_Formulation_12-08.txt
│ 10_Why_Teleports_Solve_the_Problem_12-26.mp40`(H6f4A5u3G8A8Q
│ 10_Why_Teleports_Solve_the_Problem_12-26.pdf#^(^'f;m1O6U"C:I1O"l k
│ 10_Why_Teleports_Solve_the_Problem_12-26.srt
│ 10_Why_Teleports_Solve_the_Problem_12-26.txt7K0[(i Q(}9p7J1G;@)r+s
│ 11_How_we_Really_Compute_PageRank_13-49.mp4
│ 11_How_we_Really_Compute_PageRank_13-49.pdf
│ 11_How_we_Really_Compute_PageRank_13-49.srt
│ 11_How_we_Really_Compute_PageRank_13-49.txt
│ #O*N1`4z9x)c'n
├─02_Week_2_Materials7V3?%Q*]'i;e+i$F9A%I#s
│ 01_Finding_Similar_Sets_13-37.mp4
│ 01_Finding_Similar_Sets_13-37.pdf
│ 01_Finding_Similar_Sets_13-37.srt
│ 01_Finding_Similar_Sets_13-37.txt%}$n#n5[0M,y
│ 02_Minhashing_25-18.mp4
│ 02_Minhashing_25-18.pdf6K'R.T8Z D
│ 02_Minhashing_25-18.srt3B,a(s&I9K;s&Q*H9d
│ 02_Minhashing_25-18.txt
│ 03_Locality-Sensitive_Hashing_19-24.mp49}4J;n)L)J0e-p.P1u/Y
│ 03_Locality-Sensitive_Hashing_19-24.pdf+t(~"q)y/B#U;z#b4T
│ 03_Locality-Sensitive_Hashing_19-24.srt)g;|:^6q1N3P4K
│ 03_Locality-Sensitive_Hashing_19-24.txt7E$A;I+A!?:t"v9L-@!l']
│ 04_Applications_of_LSH_11-40.mp4
│ 04_Applications_of_LSH_11-40.pdf)~6]3q.Q2^$|0N
│ 04_Applications_of_LSH_11-40.srt4v0h-G8?-`-?/X,A9f
│ 04_Applications_of_LSH_11-40.txt
│ 05_Fingerprint_Matching_7-07.mp4
│ 05_Fingerprint_Matching_7-07.pdf8i$|:e)x8K k
│ 05_Fingerprint_Matching_7-07.srt
│ 05_Fingerprint_Matching_7-07.txt6e9h/d-o3u
│ 06_Finding_Duplicate_News_Articles_6-08.mp4
│ 06_Finding_Duplicate_News_Articles_6-08.pdf
│ 06_Finding_Duplicate_News_Articles_6-08.srt
│ 06_Finding_Duplicate_News_Articles_6-08.txt(H8K;c6v$U9t,]0T%E)b!X*p
│ 07_Distance_Measures_22-39.mp4
│ 07_Distance_Measures_22-39.pdf
│ 07_Distance_Measures_22-39.srt'j:C L"x7U.g+B1t3k
│ 07_Distance_Measures_22-39.txt'J0Z)J"`!C4d#v*m.J
│ 08_Nearest_Neighbor_Learning_11-39.mp4&O7e1k.w4Z%F8A3l
│ 08_Nearest_Neighbor_Learning_11-39.pdf9z$Q6f)Q-H/S
│ 08_Nearest_Neighbor_Learning_11-39.srt
│ 08_Nearest_Neighbor_Learning_11-39.txt&[6A*p l"S){
│ 09_Frequent_Itemsets_29-50.mp4
│ 09_Frequent_Itemsets_29-50.pdf
│ 09_Frequent_Itemsets_29-50.srt
│ 09_Frequent_Itemsets_29-50.txt
│ 10_A-Priori_Algorithm_13-07.mp4
│ 10_A-Priori_Algorithm_13-07.pdf
│ 10_A-Priori_Algorithm_13-07.srt
│ 10_A-Priori_Algorithm_13-07.txt
│ 11_Improvements_to_A-Priori_17-26__Advanced.mp4!b8M.A,Z#J:L
│ 11_Improvements_to_A-Priori_17-26__Advanced.pdf F.[9Y1w+H*?
│ 11_Improvements_to_A-Priori_17-26__Advanced.srt/}3F-J!r'w*F:U5~
│ 11_Improvements_to_A-Priori_17-26__Advanced.txt
│ 12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.mp4:C9s/v2j8f9e&^
│ 12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.pdf$K-a#J,l%\
│ 12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.srt
│ 12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.txt8t&o8B#T3L E
│ (h0}/H*@9w%?8C
├─03_Week_3_Materials&a"r,d-_6q/|"z$X4k
│ 01_Community_Detection_in_Graphs-_Motivation_5-44.mp4
│ 01_Community_Detection_in_Graphs-_Motivation_5-44.pdf1Y!b)D7L#D5N
│ 01_Community_Detection_in_Graphs-_Motivation_5-44.srt
│ 01_Community_Detection_in_Graphs-_Motivation_5-44.txt3X;I%V J,T4X-r,l+F
│ 02_The_Affiliation_Graph_Model_10-04.mp4
│ 02_The_Affiliation_Graph_Model_10-04.pdf5q'V5v5f4{&l)C*y0}0l
│ 02_The_Affiliation_Graph_Model_10-04.srt&D;M'{%}4S
│ 02_The_Affiliation_Graph_Model_10-04.txt
│ 03_From_AGM_to_BIGCLAM_8-48.mp4
│ 03_From_AGM_to_BIGCLAM_8-48.pdf*m3C;v;q*K$W
│ 03_From_AGM_to_BIGCLAM_8-48.srt
│ 03_From_AGM_to_BIGCLAM_8-48.txt8P3g&o.f z3M;x
│ 04_Solving_the_BIGCLAM_9-19.mp4&G%G,Y/@:r0b*a/T,E2T
│ 04_Solving_the_BIGCLAM_9-19.pdf9i,y/z)N1N7G9|1@"y"Z
│ 04_Solving_the_BIGCLAM_9-19.srt
│ 04_Solving_the_BIGCLAM_9-19.txt7V9K8[.y*n9N
│ 05_Detecting_Communities_as_Clusters_8-39_Advanced.mp4(K#k6l3m l*\
│ 05_Detecting_Communities_as_Clusters_8-39_Advanced.pdf+y"j-^%I%G0[:~
│ 05_Detecting_Communities_as_Clusters_8-39_Advanced.srt
│ 05_Detecting_Communities_as_Clusters_8-39_Advanced.txt1?1e/r:C1v+j1T
│ 06_What_Makes_a_Good_Cluster_8-48_Advanced.mp40_)l5f*i/I2W
│ 06_What_Makes_a_Good_Cluster_8-48_Advanced.pdf N8z+q"c1^3C2t
│ 06_What_Makes_a_Good_Cluster_8-48_Advanced.srt'P5u5T b"V
│ 06_What_Makes_a_Good_Cluster_8-48_Advanced.txt8K8["d'o7X5\*\/V
│ 07_The_Graph_Laplacian_Matrix_6-51_Advanced.mp4
│ 07_The_Graph_Laplacian_Matrix_6-51_Advanced.pdf
│ 07_The_Graph_Laplacian_Matrix_6-51_Advanced.srt
│ 07_The_Graph_Laplacian_Matrix_6-51_Advanced.txt2g,E4p2`"u+W!y;u0a;^
│ 08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.mp49^2H5A&r8G;j6_5a
│ 08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.pdf-`#s0E(F)a!A"p
│ 08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.srt
│ 08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.txt
│ 09_Defining_the_Graph_Laplacian_3-27_Advanced.mp43h:L-H$o0U(|7S#t"@6V6W+t
│ 09_Defining_the_Graph_Laplacian_3-27_Advanced.pdf
│ 09_Defining_the_Graph_Laplacian_3-27_Advanced.srt1A3G%q,p#{(R!Y
│ 09_Defining_the_Graph_Laplacian_3-27_Advanced.txt9W+r6m&^&Q#Z!G1c4\*c
│ 10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.mp4$[7k"x+q+J
│ 10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.pdf-N+V-~8K+[0n"]'E
│ 10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.srt
│ 10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.txt6~3@&Q9g*p!K%{
│ 11_Spectral_Clustering-_Three_Steps_7-17_Advanced.mp4
│ 11_Spectral_Clustering-_Three_Steps_7-17_Advanced.pdf
│ 11_Spectral_Clustering-_Three_Steps_7-17_Advanced.srt1p,g+V"E:}&d,z
│ 11_Spectral_Clustering-_Three_Steps_7-17_Advanced.txt
│ 12_Analysis_of_Large_Graphs-_Trawling_9-02_Advanced.mp4(^-W#A%`%l5^7j$N
│ 12_Analysis_of_Large_Graphs-_Trawling_9-02_Advanced.pdf,X$N*g2m"l s!y.w3z
│ 12_Analysis_of_Large_Graphs-_Trawling_9-02_Advanced.srt
│ 12_Analysis_of_Large_Graphs-_Trawling_9-02_Advanced.txt
│ 13_Mining_Data_Streams_12-01.mp4
│ 13_Mining_Data_Streams_12-01.pdf5y5B-G3G9o0r
│ 13_Mining_Data_Streams_12-01.srt
│ 13_Mining_Data_Streams_12-01.txt2p!h1R*U$O%K#~)Q
│ 14_Counting_1s_29-00_Advanced.mp4
│ 14_Counting_1s_29-00_Advanced.pdf*g"R.]/p-z#K,\4y.D;I9b)x
│ 14_Counting_1s_29-00_Advanced.srt2m+c3?;x$A7B%q#B'J#n
│ 14_Counting_1s_29-00_Advanced.txt
│ 15_
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