| 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 |
| 01_Week_1_Materials/02_The_MapReduce_Computational_Model_22-04.pdf |
1.34MB |
| 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 |
| 01_Week_1_Materials/03_Scheduling_and_Data_Flow_12-43.pdf |
844.73kB |
| 01_Week_1_Materials/03_Scheduling_and_Data_Flow_12-43.srt |
17.49kB |
| 01_Week_1_Materials/03_Scheduling_and_Data_Flow_12-43.txt |
10.92kB |
| 01_Week_1_Materials/04_Combiners_and_Partition_Functions_12-17_Advanced.mp4 |
20.04MB |
| 01_Week_1_Materials/04_Combiners_and_Partition_Functions_12-17_Advanced.pdf |
1.03MB |
| 01_Week_1_Materials/04_Combiners_and_Partition_Functions_12-17_Advanced.srt |
15.63kB |
| 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 |
| 01_Week_1_Materials/05_Link_Analysis_and_PageRank_9-39.pdf |
1.75MB |
| 01_Week_1_Materials/05_Link_Analysis_and_PageRank_9-39.srt |
15.63kB |
| 01_Week_1_Materials/05_Link_Analysis_and_PageRank_9-39.txt |
9.58kB |
| 01_Week_1_Materials/06_PageRank-_The_Flow_Formulation_9-16.mp4 |
14.50MB |
| 01_Week_1_Materials/06_PageRank-_The_Flow_Formulation_9-16.pdf |
796.60kB |
| 01_Week_1_Materials/06_PageRank-_The_Flow_Formulation_9-16.srt |
14.32kB |
| 01_Week_1_Materials/06_PageRank-_The_Flow_Formulation_9-16.txt |
8.65kB |
| 01_Week_1_Materials/07_PageRank-_The_Matrix_Formulation_8-02.mp4 |
13.21MB |
| 01_Week_1_Materials/07_PageRank-_The_Matrix_Formulation_8-02.pdf |
344.54kB |
| 01_Week_1_Materials/07_PageRank-_The_Matrix_Formulation_8-02.srt |
11.60kB |
| 01_Week_1_Materials/07_PageRank-_The_Matrix_Formulation_8-02.txt |
7.13kB |
| 01_Week_1_Materials/08_PageRank-_Power_Iteration_10-34.mp4 |
17.02MB |
| 01_Week_1_Materials/08_PageRank-_Power_Iteration_10-34.pdf |
396.37kB |
| 01_Week_1_Materials/08_PageRank-_Power_Iteration_10-34.srt |
15.04kB |
| 01_Week_1_Materials/08_PageRank-_Power_Iteration_10-34.txt |
9.48kB |
| 01_Week_1_Materials/09_PageRank-_The_Google_Formulation_12-08.mp4 |
19.31MB |
| 01_Week_1_Materials/09_PageRank-_The_Google_Formulation_12-08.pdf |
912.43kB |
| 01_Week_1_Materials/09_PageRank-_The_Google_Formulation_12-08.srt |
17.87kB |
| 01_Week_1_Materials/09_PageRank-_The_Google_Formulation_12-08.txt |
11.33kB |
| 01_Week_1_Materials/10_Why_Teleports_Solve_the_Problem_12-26.mp4 |
19.58MB |
| 01_Week_1_Materials/10_Why_Teleports_Solve_the_Problem_12-26.pdf |
543.03kB |
| 01_Week_1_Materials/10_Why_Teleports_Solve_the_Problem_12-26.srt |
17.43kB |
| 01_Week_1_Materials/10_Why_Teleports_Solve_the_Problem_12-26.txt |
11.07kB |
| 01_Week_1_Materials/11_How_we_Really_Compute_PageRank_13-49.mp4 |
21.03MB |
| 01_Week_1_Materials/11_How_we_Really_Compute_PageRank_13-49.pdf |
1.01MB |
| 01_Week_1_Materials/11_How_we_Really_Compute_PageRank_13-49.srt |
20.64kB |
| 01_Week_1_Materials/11_How_we_Really_Compute_PageRank_13-49.txt |
12.81kB |
| 02_Week_2_Materials/01_Finding_Similar_Sets_13-37.mp4 |
21.17MB |
| 02_Week_2_Materials/01_Finding_Similar_Sets_13-37.pdf |
574.39kB |
| 02_Week_2_Materials/01_Finding_Similar_Sets_13-37.srt |
18.95kB |
| 02_Week_2_Materials/01_Finding_Similar_Sets_13-37.txt |
11.92kB |
| 02_Week_2_Materials/02_Minhashing_25-18.mp4 |
43.26MB |
| 02_Week_2_Materials/02_Minhashing_25-18.pdf |
984.03kB |
| 02_Week_2_Materials/02_Minhashing_25-18.srt |
31.19kB |
| 02_Week_2_Materials/02_Minhashing_25-18.txt |
19.02kB |
| 02_Week_2_Materials/03_Locality-Sensitive_Hashing_19-24.mp4 |
33.55MB |
| 02_Week_2_Materials/03_Locality-Sensitive_Hashing_19-24.pdf |
1.18MB |
| 02_Week_2_Materials/03_Locality-Sensitive_Hashing_19-24.srt |
25.74kB |
| 02_Week_2_Materials/03_Locality-Sensitive_Hashing_19-24.txt |
16.15kB |
| 02_Week_2_Materials/04_Applications_of_LSH_11-40.mp4 |
19.84MB |
| 02_Week_2_Materials/04_Applications_of_LSH_11-40.pdf |
789.60kB |
| 02_Week_2_Materials/04_Applications_of_LSH_11-40.srt |
17.27kB |
| 02_Week_2_Materials/04_Applications_of_LSH_11-40.txt |
10.97kB |
| 02_Week_2_Materials/05_Fingerprint_Matching_7-07.mp4 |
11.44MB |
| 02_Week_2_Materials/05_Fingerprint_Matching_7-07.pdf |
652.61kB |
| 02_Week_2_Materials/05_Fingerprint_Matching_7-07.srt |
9.88kB |
| 02_Week_2_Materials/05_Fingerprint_Matching_7-07.txt |
6.38kB |
| 02_Week_2_Materials/06_Finding_Duplicate_News_Articles_6-08.mp4 |
9.91MB |
| 02_Week_2_Materials/06_Finding_Duplicate_News_Articles_6-08.pdf |
546.57kB |
| 02_Week_2_Materials/06_Finding_Duplicate_News_Articles_6-08.srt |
9.08kB |
| 02_Week_2_Materials/06_Finding_Duplicate_News_Articles_6-08.txt |
5.86kB |
| 02_Week_2_Materials/07_Distance_Measures_22-39.mp4 |
36.20MB |
| 02_Week_2_Materials/07_Distance_Measures_22-39.pdf |
1.71MB |
| 02_Week_2_Materials/07_Distance_Measures_22-39.srt |
31.00kB |
| 02_Week_2_Materials/07_Distance_Measures_22-39.txt |
19.35kB |
| 02_Week_2_Materials/08_Nearest_Neighbor_Learning_11-39.mp4 |
19.99MB |
| 02_Week_2_Materials/08_Nearest_Neighbor_Learning_11-39.pdf |
853.21kB |
| 02_Week_2_Materials/08_Nearest_Neighbor_Learning_11-39.srt |
17.65kB |
| 02_Week_2_Materials/08_Nearest_Neighbor_Learning_11-39.txt |
11.18kB |
| 02_Week_2_Materials/09_Frequent_Itemsets_29-50.mp4 |
54.19MB |
| 02_Week_2_Materials/09_Frequent_Itemsets_29-50.pdf |
1.45MB |
| 02_Week_2_Materials/09_Frequent_Itemsets_29-50.srt |
38.77kB |
| 02_Week_2_Materials/09_Frequent_Itemsets_29-50.txt |
23.83kB |
| 02_Week_2_Materials/10_A-Priori_Algorithm_13-07.mp4 |
22.71MB |
| 02_Week_2_Materials/10_A-Priori_Algorithm_13-07.pdf |
666.59kB |
| 02_Week_2_Materials/10_A-Priori_Algorithm_13-07.srt |
17.31kB |
| 02_Week_2_Materials/10_A-Priori_Algorithm_13-07.txt |
10.80kB |
| 02_Week_2_Materials/11_Improvements_to_A-Priori_17-26__Advanced.mp4 |
29.59MB |
| 02_Week_2_Materials/11_Improvements_to_A-Priori_17-26__Advanced.pdf |
1.08MB |
| 02_Week_2_Materials/11_Improvements_to_A-Priori_17-26__Advanced.srt |
24.74kB |
| 02_Week_2_Materials/11_Improvements_to_A-Priori_17-26__Advanced.txt |
15.36kB |
| 02_Week_2_Materials/12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.mp4 |
23.58MB |
| 02_Week_2_Materials/12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.pdf |
1.15MB |
| 02_Week_2_Materials/12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.srt |
21.18kB |
| 02_Week_2_Materials/12_All_or_Most_Frequent_Itemsets_in_2_Passes_14-40_Advanced.txt |
13.17kB |
| 03_Week_3_Materials/01_Community_Detection_in_Graphs-_Motivation_5-44.mp4 |
8.95MB |
| 03_Week_3_Materials/01_Community_Detection_in_Graphs-_Motivation_5-44.pdf |
1.43MB |
| 03_Week_3_Materials/01_Community_Detection_in_Graphs-_Motivation_5-44.srt |
9.48kB |
| 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 |
| 03_Week_3_Materials/02_The_Affiliation_Graph_Model_10-04.pdf |
1.42MB |
| 03_Week_3_Materials/02_The_Affiliation_Graph_Model_10-04.srt |
16.51kB |
| 03_Week_3_Materials/02_The_Affiliation_Graph_Model_10-04.txt |
10.32kB |
| 03_Week_3_Materials/03_From_AGM_to_BIGCLAM_8-48.mp4 |
14.09MB |
| 03_Week_3_Materials/03_From_AGM_to_BIGCLAM_8-48.pdf |
599.79kB |
| 03_Week_3_Materials/03_From_AGM_to_BIGCLAM_8-48.srt |
13.53kB |
| 03_Week_3_Materials/03_From_AGM_to_BIGCLAM_8-48.txt |
8.60kB |
| 03_Week_3_Materials/04_Solving_the_BIGCLAM_9-19.mp4 |
15.80MB |
| 03_Week_3_Materials/04_Solving_the_BIGCLAM_9-19.pdf |
386.73kB |
| 03_Week_3_Materials/04_Solving_the_BIGCLAM_9-19.srt |
14.15kB |
| 03_Week_3_Materials/04_Solving_the_BIGCLAM_9-19.txt |
8.84kB |
| 03_Week_3_Materials/05_Detecting_Communities_as_Clusters_8-39_Advanced.mp4 |
15.18MB |
| 03_Week_3_Materials/05_Detecting_Communities_as_Clusters_8-39_Advanced.pdf |
1.17MB |
| 03_Week_3_Materials/05_Detecting_Communities_as_Clusters_8-39_Advanced.srt |
13.83kB |
| 03_Week_3_Materials/05_Detecting_Communities_as_Clusters_8-39_Advanced.txt |
8.80kB |
| 03_Week_3_Materials/06_What_Makes_a_Good_Cluster_8-48_Advanced.mp4 |
14.26MB |
| 03_Week_3_Materials/06_What_Makes_a_Good_Cluster_8-48_Advanced.pdf |
449.11kB |
| 03_Week_3_Materials/06_What_Makes_a_Good_Cluster_8-48_Advanced.srt |
14.12kB |
| 03_Week_3_Materials/06_What_Makes_a_Good_Cluster_8-48_Advanced.txt |
8.39kB |
| 03_Week_3_Materials/07_The_Graph_Laplacian_Matrix_6-51_Advanced.mp4 |
10.52MB |
| 03_Week_3_Materials/07_The_Graph_Laplacian_Matrix_6-51_Advanced.pdf |
782.86kB |
| 03_Week_3_Materials/07_The_Graph_Laplacian_Matrix_6-51_Advanced.srt |
10.95kB |
| 03_Week_3_Materials/07_The_Graph_Laplacian_Matrix_6-51_Advanced.txt |
6.86kB |
| 03_Week_3_Materials/08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.mp4 |
9.72MB |
| 03_Week_3_Materials/08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.pdf |
269.83kB |
| 03_Week_3_Materials/08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.srt |
9.83kB |
| 03_Week_3_Materials/08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.txt |
6.05kB |
| 03_Week_3_Materials/09_Defining_the_Graph_Laplacian_3-27_Advanced.mp4 |
5.43MB |
| 03_Week_3_Materials/09_Defining_the_Graph_Laplacian_3-27_Advanced.pdf |
221.30kB |
| 03_Week_3_Materials/09_Defining_the_Graph_Laplacian_3-27_Advanced.srt |
4.91kB |
| 03_Week_3_Materials/09_Defining_the_Graph_Laplacian_3-27_Advanced.txt |
3.15kB |
| 03_Week_3_Materials/10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.mp4 |
19.73MB |
| 03_Week_3_Materials/10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.pdf |
767.43kB |
| 03_Week_3_Materials/10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.srt |
20.22kB |
| 03_Week_3_Materials/10_Spectral_Graph_Partitioning-_Finding_a_Partition_13-25_Advanced.txt |
12.63kB |
| 03_Week_3_Materials/11_Spectral_Clustering-_Three_Steps_7-17_Advanced.mp4 |
10.89MB |
| 03_Week_3_Materials/11_Spectral_Clustering-_Three_Steps_7-17_Advanced.pdf |
515.26kB |
| 03_Week_3_Materials/11_Spectral_Clustering-_Three_Steps_7-17_Advanced.srt |
11.16kB |
| 03_Week_3_Materials/11_Spectral_Clustering-_Three_Steps_7-17_Advanced.txt |
7.03kB |
| 03_Week_3_Materials/12_Analysis_of_Large_Graphs-_Trawling_9-02_Advanced.mp4 |
14.76MB |
| 03_Week_3_Materials/12_Analysis_of_Large_Graphs-_Trawling_9-02_Advanced.pdf |
880.75kB |
| 03_Week_3_Materials/12_Analysis_of_Large_Graphs-_Trawling_9-02_Advanced.srt |
12.79kB |
| 03_Week_3_Materials/12_Analysis_of_Large_Graphs-_Trawling_9-02_Advanced.txt |
7.75kB |
| 03_Week_3_Materials/13_Mining_Data_Streams_12-01.mp4 |
19.79MB |
| 03_Week_3_Materials/13_Mining_Data_Streams_12-01.pdf |
501.17kB |
| 03_Week_3_Materials/13_Mining_Data_Streams_12-01.srt |
16.48kB |
| 03_Week_3_Materials/13_Mining_Data_Streams_12-01.txt |
10.29kB |
| 03_Week_3_Materials/14_Counting_1s_29-00_Advanced.mp4 |
46.23MB |
| 03_Week_3_Materials/14_Counting_1s_29-00_Advanced.pdf |
820.47kB |
| 03_Week_3_Materials/14_Counting_1s_29-00_Advanced.srt |
34.50kB |
| 03_Week_3_Materials/14_Counting_1s_29-00_Advanced.txt |
21.21kB |
| 03_Week_3_Materials/15_Bloom_Filters_18-00.mp4 |
29.80MB |
| 03_Week_3_Materials/15_Bloom_Filters_18-00.pdf |
850.76kB |
| 03_Week_3_Materials/15_Bloom_Filters_18-00.srt |
21.39kB |
| 03_Week_3_Materials/15_Bloom_Filters_18-00.txt |
12.96kB |
| 03_Week_3_Materials/16_Sampling_a_Stream_11-30.mp4 |
18.50MB |
| 03_Week_3_Materials/16_Sampling_a_Stream_11-30.pdf |
724.19kB |
| 03_Week_3_Materials/16_Sampling_a_Stream_11-30.srt |
16.69kB |
| 03_Week_3_Materials/16_Sampling_a_Stream_11-30.txt |
10.36kB |
| 03_Week_3_Materials/17_Counting_Distinct_Elements_25-59_Advanced.mp4 |
39.58MB |
| 03_Week_3_Materials/17_Counting_Distinct_Elements_25-59_Advanced.pdf |
1.02MB |
| 03_Week_3_Materials/17_Counting_Distinct_Elements_25-59_Advanced.srt |
33.41kB |
| 03_Week_3_Materials/17_Counting_Distinct_Elements_25-59_Advanced.txt |
20.78kB |
| 04_Week_4_Materials/01_Overview_of_Recommender_Systems_16-51.mp4 |
30.38MB |
| 04_Week_4_Materials/01_Overview_of_Recommender_Systems_16-51.pdf |
1.36MB |
| 04_Week_4_Materials/01_Overview_of_Recommender_Systems_16-51.srt |
26.72kB |
| 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 |
| 04_Week_4_Materials/02_Content-Based_Recommendations_21-00.pdf |
1.17MB |
| 04_Week_4_Materials/02_Content-Based_Recommendations_21-00.srt |
28.56kB |
| 04_Week_4_Materials/02_Content-Based_Recommendations_21-00.txt |
17.68kB |
| 04_Week_4_Materials/03_Collaborative_Filtering_20-52.mp4 |
30.60MB |
| 04_Week_4_Materials/03_Collaborative_Filtering_20-52.pdf |
1.43MB |
| 04_Week_4_Materials/03_Collaborative_Filtering_20-52.srt |
28.90kB |
| 04_Week_4_Materials/03_Collaborative_Filtering_20-52.txt |
17.98kB |
| 04_Week_4_Materials/04_Implementing_Collaborative_Filtering_13-46_Advanced.mp4 |
20.96MB |
| 04_Week_4_Materials/04_Implementing_Collaborative_Filtering_13-46_Advanced.pdf |
901.26kB |
| 04_Week_4_Materials/04_Implementing_Collaborative_Filtering_13-46_Advanced.srt |
19.17kB |
| 04_Week_4_Materials/04_Implementing_Collaborative_Filtering_13-46_Advanced.txt |
11.99kB |
| 04_Week_4_Materials/05_Evaluating_Recommender_Systems_6-09.mp4 |
9.77MB |
| 04_Week_4_Materials/05_Evaluating_Recommender_Systems_6-09.pdf |
574.02kB |
| 04_Week_4_Materials/05_Evaluating_Recommender_Systems_6-09.srt |
8.38kB |
| 04_Week_4_Materials/05_Evaluating_Recommender_Systems_6-09.txt |
5.36kB |
| 04_Week_4_Materials/06_Dimensionality_Reduction-_Introduction_12-01.mp4 |
19.26MB |
| 04_Week_4_Materials/06_Dimensionality_Reduction-_Introduction_12-01.pdf |
1.04MB |
| 04_Week_4_Materials/06_Dimensionality_Reduction-_Introduction_12-01.srt |
19.39kB |
| 04_Week_4_Materials/06_Dimensionality_Reduction-_Introduction_12-01.txt |
12.54kB |
| 04_Week_4_Materials/07_Singular-Value_Decomposition_13-39.mp4 |
20.25MB |
| 04_Week_4_Materials/07_Singular-Value_Decomposition_13-39.pdf |
518.09kB |
| 04_Week_4_Materials/07_Singular-Value_Decomposition_13-39.srt |
20.98kB |
| 04_Week_4_Materials/07_Singular-Value_Decomposition_13-39.txt |
13.21kB |
| 04_Week_4_Materials/08_Dimensionality_Reduction_with_SVD_9-04.mp4 |
13.17MB |
| 04_Week_4_Materials/08_Dimensionality_Reduction_with_SVD_9-04.pdf |
637.31kB |
| 04_Week_4_Materials/08_Dimensionality_Reduction_with_SVD_9-04.srt |
13.75kB |
| 04_Week_4_Materials/08_Dimensionality_Reduction_with_SVD_9-04.txt |
8.74kB |
| 04_Week_4_Materials/09_SVD_Gives_the_Best_Low-Rank_Approximation_8-28_Advanced.mp4 |
12.95MB |
| 04_Week_4_Materials/09_SVD_Gives_the_Best_Low-Rank_Approximation_8-28_Advanced.pdf |
376.85kB |
| 04_Week_4_Materials/09_SVD_Gives_the_Best_Low-Rank_Approximation_8-28_Advanced.srt |
12.20kB |
| 04_Week_4_Materials/09_SVD_Gives_the_Best_Low-Rank_Approximation_8-28_Advanced.txt |
7.73kB |
| 04_Week_4_Materials/10_SVD_Example_and_Conclusion_11-58.mp4 |
18.64MB |
| 04_Week_4_Materials/10_SVD_Example_and_Conclusion_11-58.pdf |
746.53kB |
| 04_Week_4_Materials/10_SVD_Example_and_Conclusion_11-58.srt |
17.32kB |
| 04_Week_4_Materials/10_SVD_Example_and_Conclusion_11-58.txt |
11.06kB |
| 04_Week_4_Materials/11_CUR_Decomposition_6-27_Advanced.mp4 |
9.33MB |
| 04_Week_4_Materials/11_CUR_Decomposition_6-27_Advanced.pdf |
859.21kB |
| 04_Week_4_Materials/11_CUR_Decomposition_6-27_Advanced.srt |
9.35kB |
| 04_Week_4_Materials/11_CUR_Decomposition_6-27_Advanced.txt |
5.85kB |
| 04_Week_4_Materials/12_The_CUR_Algorithm_6-15_Advanced.mp4 |
9.21MB |
| 04_Week_4_Materials/12_The_CUR_Algorithm_6-15_Advanced.pdf |
335.35kB |
| 04_Week_4_Materials/12_The_CUR_Algorithm_6-15_Advanced.srt |
9.09kB |
| 04_Week_4_Materials/12_The_CUR_Algorithm_6-15_Advanced.txt |
5.63kB |
| 04_Week_4_Materials/13_Discussion_of_the_CUR_Method_7-09.mp4 |
10.92MB |
| 04_Week_4_Materials/13_Discussion_of_the_CUR_Method_7-09.pdf |
312.40kB |
| 04_Week_4_Materials/13_Discussion_of_the_CUR_Method_7-09.srt |
10.89kB |
| 04_Week_4_Materials/13_Discussion_of_the_CUR_Method_7-09.txt |
6.80kB |
| 04_Week_4_Materials/14_Latent-Factor_Models_16-11.mp4 |
24.95MB |
| 04_Week_4_Materials/14_Latent-Factor_Models_16-11.pdf |
959.71kB |
| 04_Week_4_Materials/14_Latent-Factor_Models_16-11.srt |
23.91kB |
| 04_Week_4_Materials/14_Latent-Factor_Models_16-11.txt |
14.71kB |
| 04_Week_4_Materials/15_Latent-Factor_Recommender_System_14-16.mp4 |
20.38MB |
| 04_Week_4_Materials/15_Latent-Factor_Recommender_System_14-16.pdf |
1.02MB |
| 04_Week_4_Materials/15_Latent-Factor_Recommender_System_14-16.srt |
20.56kB |
| 04_Week_4_Materials/15_Latent-Factor_Recommender_System_14-16.txt |
12.69kB |
| 04_Week_4_Materials/16_Finding_the_Latent_Factors_13-20.mp4 |
21.05MB |
| 04_Week_4_Materials/16_Finding_the_Latent_Factors_13-20.pdf |
907.39kB |
| 04_Week_4_Materials/16_Finding_the_Latent_Factors_13-20.srt |
19.87kB |
| 04_Week_4_Materials/16_Finding_the_Latent_Factors_13-20.txt |
12.49kB |
| 04_Week_4_Materials/17_Extension_to_Include_Global_Effects_9-42_Advanced.mp4 |
14.50MB |
| 04_Week_4_Materials/17_Extension_to_Include_Global_Effects_9-42_Advanced.pdf |
1.62MB |
| 04_Week_4_Materials/17_Extension_to_Include_Global_Effects_9-42_Advanced.srt |
13.26kB |
| 04_Week_4_Materials/17_Extension_to_Include_Global_Effects_9-42_Advanced.txt |
8.43kB |
| 05_Week_5_Materials/01_Overview_of_Clustering_8-46.mp4 |
16.10MB |
| 05_Week_5_Materials/01_Overview_of_Clustering_8-46.pdf |
1.20MB |
| 05_Week_5_Materials/01_Overview_of_Clustering_8-46.srt |
13.01kB |
| 05_Week_5_Materials/01_Overview_of_Clustering_8-46.txt |
8.15kB |
| 05_Week_5_Materials/02_Hierarchical_Clustering_14-07.mp4 |
23.62MB |
| 05_Week_5_Materials/02_Hierarchical_Clustering_14-07.pdf |
897.31kB |
| 05_Week_5_Materials/02_Hierarchical_Clustering_14-07.srt |
19.37kB |
| 05_Week_5_Materials/02_Hierarchical_Clustering_14-07.txt |
12.30kB |
| 05_Week_5_Materials/03_The_k-Means_Algorithm_12-49.mp4 |
22.66MB |
| 05_Week_5_Materials/03_The_k-Means_Algorithm_12-49.pdf |
1.13MB |
| 05_Week_5_Materials/03_The_k-Means_Algorithm_12-49.srt |
19.52kB |
| 05_Week_5_Materials/03_The_k-Means_Algorithm_12-49.txt |
12.17kB |
| 05_Week_5_Materials/04_The_BFR_Algorithm_25-01.mp4 |
41.56MB |
| 05_Week_5_Materials/04_The_BFR_Algorithm_25-01.pdf |
1.79MB |
| 05_Week_5_Materials/04_The_BFR_Algorithm_25-01.srt |
35.73kB |
| 05_Week_5_Materials/04_The_BFR_Algorithm_25-01.txt |
22.47kB |
| 05_Week_5_Materials/05_The_CURE_Algorithm_15-13_Advanced.mp4 |
25.78MB |
| 05_Week_5_Materials/05_The_CURE_Algorithm_15-13_Advanced.pdf |
1.02MB |
| 05_Week_5_Materials/05_The_CURE_Algorithm_15-13_Advanced.srt |
23.04kB |
| 05_Week_5_Materials/05_The_CURE_Algorithm_15-13_Advanced.txt |
14.71kB |
| 05_Week_5_Materials/06_Computational_Advertising-_Bipartite_Graph_Matching_24-47.mp4 |
45.48MB |
| 05_Week_5_Materials/06_Computational_Advertising-_Bipartite_Graph_Matching_24-47.pdf |
1.60MB |
| 05_Week_5_Materials/06_Computational_Advertising-_Bipartite_Graph_Matching_24-47.srt |
33.84kB |
| 05_Week_5_Materials/06_Computational_Advertising-_Bipartite_Graph_Matching_24-47.txt |
21.03kB |
| 05_Week_5_Materials/07_The_AdWords_Problem_19-21.mp4 |
33.14MB |
| 05_Week_5_Materials/07_The_AdWords_Problem_19-21.pdf |
1.47MB |
| 05_Week_5_Materials/07_The_AdWords_Problem_19-21.srt |
28.20kB |
| 05_Week_5_Materials/07_The_AdWords_Problem_19-21.txt |
17.39kB |
| 05_Week_5_Materials/08_The_Balance_Algorithm_15-16.mp4 |
23.22MB |
| 05_Week_5_Materials/08_The_Balance_Algorithm_15-16.pdf |
1.03MB |
| 05_Week_5_Materials/08_The_Balance_Algorithm_15-16.srt |
21.89kB |
| 05_Week_5_Materials/08_The_Balance_Algorithm_15-16.txt |
13.74kB |
| 05_Week_5_Materials/09_Generalized_Balance_14-35_Advanced.mp4 |
21.37MB |
| 05_Week_5_Materials/09_Generalized_Balance_14-35_Advanced.pdf |
820.38kB |
| 05_Week_5_Materials/09_Generalized_Balance_14-35_Advanced.srt |
18.61kB |
| 05_Week_5_Materials/09_Generalized_Balance_14-35_Advanced.txt |
11.51kB |
| 06_Week_6_Materials/01_Support_Vector_Machines-_Introduction_7-30.mp4 |
12.01MB |
| 06_Week_6_Materials/01_Support_Vector_Machines-_Introduction_7-30.pdf |
688.97kB |
| 06_Week_6_Materials/01_Support_Vector_Machines-_Introduction_7-30.srt |
10.66kB |
| 06_Week_6_Materials/01_Support_Vector_Machines-_Introduction_7-30.txt |
6.85kB |
| 06_Week_6_Materials/02_Support_Vector_Machines-_Mathematical_Formulation_12-15.mp4 |
17.48MB |
| 06_Week_6_Materials/02_Support_Vector_Machines-_Mathematical_Formulation_12-15.pdf |
481.16kB |
| 06_Week_6_Materials/02_Support_Vector_Machines-_Mathematical_Formulation_12-15.srt |
18.17kB |
| 06_Week_6_Materials/02_Support_Vector_Machines-_Mathematical_Formulation_12-15.txt |
11.10kB |
| 06_Week_6_Materials/03_What_is_the_Margin_8-22.mp4 |
13.49MB |
| 06_Week_6_Materials/03_What_is_the_Margin_8-22.pdf |
759.30kB |
| 06_Week_6_Materials/03_What_is_the_Margin_8-22.srt |
11.49kB |
| 06_Week_6_Materials/03_What_is_the_Margin_8-22.txt |
7.29kB |
| 06_Week_6_Materials/04_Soft-Margin_SVMs_9-46.mp4 |
14.26MB |
| 06_Week_6_Materials/04_Soft-Margin_SVMs_9-46.pdf |
265.40kB |
| 06_Week_6_Materials/04_Soft-Margin_SVMs_9-46.srt |
14.47kB |
| 06_Week_6_Materials/04_Soft-Margin_SVMs_9-46.txt |
8.94kB |
| 06_Week_6_Materials/05_How_to_Compute_the_Margin_14-36_Advanced.mp4 |
23.92MB |
| 06_Week_6_Materials/05_How_to_Compute_the_Margin_14-36_Advanced.pdf |
816.56kB |
| 06_Week_6_Materials/05_How_to_Compute_the_Margin_14-36_Advanced.srt |
20.88kB |
| 06_Week_6_Materials/05_How_to_Compute_the_Margin_14-36_Advanced.txt |
13.29kB |
| 06_Week_6_Materials/06_Support_Vector_Machines-_Example_7-07.mp4 |
11.84MB |
| 06_Week_6_Materials/06_Support_Vector_Machines-_Example_7-07.pdf |
552.15kB |
| 06_Week_6_Materials/06_Support_Vector_Machines-_Example_7-07.srt |
10.56kB |
| 06_Week_6_Materials/06_Support_Vector_Machines-_Example_7-07.txt |
6.64kB |
| 06_Week_6_Materials/07_Decision_Trees_8-33.mp4 |
14.55MB |
| 06_Week_6_Materials/07_Decision_Trees_8-33.pdf |
752.11kB |
| 06_Week_6_Materials/07_Decision_Trees_8-33.srt |
12.84kB |
| 06_Week_6_Materials/07_Decision_Trees_8-33.txt |
8.22kB |
| 06_Week_6_Materials/08_How_to_Construct_a_Tree_13-21.mp4 |
23.28MB |
| 06_Week_6_Materials/08_How_to_Construct_a_Tree_13-21.pdf |
563.95kB |
| 06_Week_6_Materials/08_How_to_Construct_a_Tree_13-21.srt |
20.83kB |
| 06_Week_6_Materials/08_How_to_Construct_a_Tree_13-21.txt |
13.20kB |
| 06_Week_6_Materials/09_Information_Gain_9-50.mp4 |
15.83MB |
| 06_Week_6_Materials/09_Information_Gain_9-50.pdf |
290.54kB |
| 06_Week_6_Materials/09_Information_Gain_9-50.srt |
14.09kB |
| 06_Week_6_Materials/09_Information_Gain_9-50.txt |
8.91kB |
| 06_Week_6_Materials/10_Building_Decision_Trees_Using_MapReduce_8-14_Advanced.mp4 |
14.28MB |
| 06_Week_6_Materials/10_Building_Decision_Trees_Using_MapReduce_8-14_Advanced.pdf |
706.74kB |
| 06_Week_6_Materials/10_Building_Decision_Trees_Using_MapReduce_8-14_Advanced.srt |
12.26kB |
| 06_Week_6_Materials/10_Building_Decision_Trees_Using_MapReduce_8-14_Advanced.txt |
7.68kB |
| 06_Week_6_Materials/11_Decision_Trees-_Conclusion_7-25.mp4 |
11.99MB |
| 06_Week_6_Materials/11_Decision_Trees-_Conclusion_7-25.pdf |
556.70kB |
| 06_Week_6_Materials/11_Decision_Trees-_Conclusion_7-25.srt |
11.02kB |
| 06_Week_6_Materials/11_Decision_Trees-_Conclusion_7-25.txt |
7.07kB |
| 06_Week_6_Materials/12_MapReduce_Algorithms_Part_I_10-51_Advanced.mp4 |
15.49MB |
| 06_Week_6_Materials/12_MapReduce_Algorithms_Part_I_10-51_Advanced.pdf |
702.74kB |
| 06_Week_6_Materials/12_MapReduce_Algorithms_Part_I_10-51_Advanced.srt |
15.56kB |
| 06_Week_6_Materials/12_MapReduce_Algorithms_Part_I_10-51_Advanced.txt |
9.79kB |
| 06_Week_6_Materials/13_MapReduce_Algorithms_Part_II_9-46_Advanced.mp4 |
13.72MB |
| 06_Week_6_Materials/13_MapReduce_Algorithms_Part_II_9-46_Advanced.pdf |
594.98kB |
| 06_Week_6_Materials/13_MapReduce_Algorithms_Part_II_9-46_Advanced.srt |
13.21kB |
| 06_Week_6_Materials/13_MapReduce_Algorithms_Part_II_9-46_Advanced.txt |
8.28kB |
| 06_Week_6_Materials/14_Theory_of_MapReduce_Algorithms_19-39_Advanced.mp4 |
27.31MB |
| 06_Week_6_Materials/14_Theory_of_MapReduce_Algorithms_19-39_Advanced.pdf |
1.09MB |
| 06_Week_6_Materials/14_Theory_of_MapReduce_Algorithms_19-39_Advanced.srt |
27.39kB |
| 06_Week_6_Materials/14_Theory_of_MapReduce_Algorithms_19-39_Advanced.txt |
16.83kB |
| 06_Week_6_Materials/15_Matrix_Multiplication_in_MapReduce_24-48_Advanced.mp4 |
36.20MB |
| 06_Week_6_Materials/15_Matrix_Multiplication_in_MapReduce_24-48_Advanced.pdf |
1.37MB |
| 06_Week_6_Materials/15_Matrix_Multiplication_in_MapReduce_24-48_Advanced.srt |
30.56kB |
| 06_Week_6_Materials/15_Matrix_Multiplication_in_MapReduce_24-48_Advanced.txt |
19.26kB |
| 07_Week_7_Materials/01_LSH_Families_21-13.mp4 |
35.69MB |
| 07_Week_7_Materials/01_LSH_Families_21-13.pdf |
1.59MB |
| 07_Week_7_Materials/01_LSH_Families_21-13.srt |
26.46kB |
| 07_Week_7_Materials/01_LSH_Families_21-13.txt |
16.80kB |
| 07_Week_7_Materials/02_More_About_LSH_Families_12-57.mp4 |
20.85MB |
| 07_Week_7_Materials/02_More_About_LSH_Families_12-57.pdf |
1.01MB |
| 07_Week_7_Materials/02_More_About_LSH_Families_12-57.srt |
17.31kB |
| 07_Week_7_Materials/02_More_About_LSH_Families_12-57.txt |
10.73kB |
| 07_Week_7_Materials/03_Sets_and_Strings_With_a_High_Degree_of_Similarity_11-29_Advanced.mp4 |
18.37MB |
| 07_Week_7_Materials/03_Sets_and_Strings_With_a_High_Degree_of_Similarity_11-29_Advanced.pdf |
619.26kB |
| 07_Week_7_Materials/03_Sets_and_Strings_With_a_High_Degree_of_Similarity_11-29_Advanced.srt |
14.36kB |
| 07_Week_7_Materials/03_Sets_and_Strings_With_a_High_Degree_of_Similarity_11-29_Advanced.txt |
8.87kB |
| 07_Week_7_Materials/04_Prefix_of_a_String_7-43_Advanced.mp4 |
13.18MB |
| 07_Week_7_Materials/04_Prefix_of_a_String_7-43_Advanced.pdf |
360.80kB |
| 07_Week_7_Materials/04_Prefix_of_a_String_7-43_Advanced.srt |
8.43kB |
| 07_Week_7_Materials/04_Prefix_of_a_String_7-43_Advanced.txt |
5.25kB |
| 07_Week_7_Materials/05_Positions_Within_Prefixes_14-04_Advanced.mp4 |
23.80MB |
| 07_Week_7_Materials/05_Positions_Within_Prefixes_14-04_Advanced.pdf |
604.71kB |
| 07_Week_7_Materials/05_Positions_Within_Prefixes_14-04_Advanced.srt |
16.12kB |
| 07_Week_7_Materials/05_Positions_Within_Prefixes_14-04_Advanced.txt |
9.89kB |
| 07_Week_7_Materials/06_Exploiting_Length_14-39_Advanced.mp4 |
25.05MB |
| 07_Week_7_Materials/06_Exploiting_Length_14-39_Advanced.pdf |
608.45kB |
| 07_Week_7_Materials/06_Exploiting_Length_14-39_Advanced.srt |
18.39kB |
| 07_Week_7_Materials/06_Exploiting_Length_14-39_Advanced.txt |
11.08kB |
| 07_Week_7_Materials/07_Computing_PageRank_on_Big_Graphs_10-18_Advanced.mp4 |
16.33MB |
| 07_Week_7_Materials/07_Computing_PageRank_on_Big_Graphs_10-18_Advanced.pdf |
460.64kB |
| 07_Week_7_Materials/07_Computing_PageRank_on_Big_Graphs_10-18_Advanced.srt |
15.75kB |
| 07_Week_7_Materials/07_Computing_PageRank_on_Big_Graphs_10-18_Advanced.txt |
9.77kB |
| 07_Week_7_Materials/08_Topic-Specific_PageRank_10-06.mp4 |
16.42MB |
| 07_Week_7_Materials/08_Topic-Specific_PageRank_10-06.pdf |
727.36kB |
| 07_Week_7_Materials/08_Topic-Specific_PageRank_10-06.srt |
15.29kB |
| 07_Week_7_Materials/08_Topic-Specific_PageRank_10-06.txt |
9.45kB |
| 07_Week_7_Materials/09_Application_to_Measuring_Proximity_in_Graphs_6-25.mp4 |
10.33MB |
| 07_Week_7_Materials/09_Application_to_Measuring_Proximity_in_Graphs_6-25.pdf |
744.93kB |
| 07_Week_7_Materials/09_Application_to_Measuring_Proximity_in_Graphs_6-25.srt |
10.14kB |
| 07_Week_7_Materials/09_Application_to_Measuring_Proximity_in_Graphs_6-25.txt |
6.54kB |
| 07_Week_7_Materials/10_Hubs_and_Authorities_15-16_Advanced.mp4 |
23.20MB |
| 07_Week_7_Materials/10_Hubs_and_Authorities_15-16_Advanced.pdf |
973.66kB |
| 07_Week_7_Materials/10_Hubs_and_Authorities_15-16_Advanced.srt |
22.84kB |
| 07_Week_7_Materials/10_Hubs_and_Authorities_15-16_Advanced.txt |
13.85kB |
| 07_Week_7_Materials/11_Web_Spam-_Introduction_6-50.mp4 |
11.57MB |
| 07_Week_7_Materials/11_Web_Spam-_Introduction_6-50.pdf |
676.03kB |
| 07_Week_7_Materials/11_Web_Spam-_Introduction_6-50.srt |
10.40kB |
| 07_Week_7_Materials/11_Web_Spam-_Introduction_6-50.txt |
6.62kB |
| 07_Week_7_Materials/12_Spam_Farms_8-00.mp4 |
12.79MB |
| 07_Week_7_Materials/12_Spam_Farms_8-00.pdf |
372.35kB |
| 07_Week_7_Materials/12_Spam_Farms_8-00.srt |
11.53kB |
| 07_Week_7_Materials/12_Spam_Farms_8-00.txt |
7.30kB |
| 07_Week_7_Materials/13_TrustRank_10-05.mp4 |
16.19MB |
| 07_Week_7_Materials/13_TrustRank_10-05.pdf |
766.64kB |
| 07_Week_7_Materials/13_TrustRank_10-05.srt |
15.76kB |
| 07_Week_7_Materials/13_TrustRank_10-05.txt |
9.85kB |
| Announcements/Announcements.html |
70.31kB |
| Announcements/links.txt |
2.39kB |
| DiscussionForums/DiscussionForums.html |
61.10kB |
| DiscussionForums/links.txt |
6.48kB |
| Final Exam.html |
38.61kB |
| FinalExam/0_Final_Basic/0_Final_Basic.html |
87.43kB |
| FinalExam/0_Final_Basic/links.txt |
1.38kB |
| FinalExam/1_Final_Advanced/1_Final_Advanced.html |
69.64kB |
| FinalExam/1_Final_Advanced/links.txt |
1.38kB |
| GradingandLogistics/GradingandLogistics.html |
41.15kB |
| GradingandLogistics/links.txt |
1.36kB |
| QuickQuestions15/QuickQuestions15.html |
57.50kB |
| QuickQuestions15/links.txt |
1.28kB |
| Quizzes (Homeworks).html |
96.49kB |
| QuizzesHomeworks/0_Week_1_Basic/0_Week_1_Basic.html |
48.23kB |
| QuizzesHomeworks/0_Week_1_Basic/links.txt |
1.38kB |
| QuizzesHomeworks/10_Week6A_Advanced/10_Week6A_Advanced.html |
49.59kB |
| QuizzesHomeworks/10_Week6A_Advanced/links.txt |
1.38kB |
| QuizzesHomeworks/11_Week6B_Basic/11_Week6B_Basic.html |
48.99kB |
| QuizzesHomeworks/11_Week6B_Basic/links.txt |
1.38kB |
| QuizzesHomeworks/12_Week7A_Advanced/12_Week7A_Advanced.html |
50.35kB |
| QuizzesHomeworks/12_Week7A_Advanced/links.txt |
1.38kB |
| QuizzesHomeworks/13_Week7B_Basic/13_Week7B_Basic.html |
44.93kB |
| QuizzesHomeworks/13_Week7B_Basic/links.txt |
1.38kB |
| QuizzesHomeworks/14_Finding_Similar_Sentences_Optional_programming_assignment/14_Finding_Similar_Sentences_Optional_programming_assignment.html |
43.51kB |
| QuizzesHomeworks/14_Finding_Similar_Sentences_Optional_programming_assignment/links.txt |
1.45kB |
| QuizzesHomeworks/14_Finding_Similar_Sentences_Optional_programming_assignment/sentences.txt.zip |
534.04MB |
| QuizzesHomeworks/14_Finding_Similar_Sentences_Optional_programming_assignment/zip_page.html |
43.51kB |
| QuizzesHomeworks/15_PageRank_Optional_programming_assignment/15_PageRank_Optional_programming_assignment.html |
42.57kB |
| QuizzesHomeworks/15_PageRank_Optional_programming_assignment/links.txt |
1.54kB |
| QuizzesHomeworks/1_Week_2A_LSH_Basic/1_Week_2A_LSH_Basic.html |
51.40kB |
| QuizzesHomeworks/1_Week_2A_LSH_Basic/links.txt |
1.38kB |
| QuizzesHomeworks/2_Week_2B_Frequent_Itemsets_Basic/2_Week_2B_Frequent_Itemsets_Basic.html |
48.30kB |
| QuizzesHomeworks/2_Week_2B_Frequent_Itemsets_Basic/links.txt |
1.38kB |
| QuizzesHomeworks/3_Week_2C_Advanced/3_Week_2C_Advanced.html |
46.25kB |
| QuizzesHomeworks/3_Week_2C_Advanced/links.txt |
1.38kB |
| QuizzesHomeworks/4_Week3A_Advanced/4_Week3A_Advanced.html |
52.74kB |
| QuizzesHomeworks/4_Week3A_Advanced/links.txt |
1.38kB |
| QuizzesHomeworks/5_Week3B_Basic/5_Week3B_Basic.html |
45.19kB |
| QuizzesHomeworks/5_Week3B_Basic/links.txt |
1.38kB |
| QuizzesHomeworks/6_Week4A_Basic/6_Week4A_Basic.html |
44.92kB |
| QuizzesHomeworks/6_Week4A_Basic/links.txt |
1.38kB |
| QuizzesHomeworks/7_Week4B_Basic/7_Week4B_Basic.html |
48.88kB |
| QuizzesHomeworks/7_Week4B_Basic/links.txt |
1.38kB |
| QuizzesHomeworks/8_Week5A_Advanced/8_Week5A_Advanced.html |
50.17kB |
| QuizzesHomeworks/8_Week5A_Advanced/links.txt |
1.38kB |
| QuizzesHomeworks/9_Week5B_Basic/9_Week5B_Basic.html |
52.16kB |
| QuizzesHomeworks/9_Week5B_Basic/links.txt |
1.38kB |
| Syllabus/Syllabus.html |
44.11kB |
| Syllabus/links.txt |
1.36kB |
| VideoErrata/VideoErrata.html |
38.60kB |
| VideoErrata/links.txt |
1.36kB |
| assignment_home.html |
33.40kB |
| course_home.html |
70.45kB |
| entered_login.html |
1.37MB |
| mmds-003-about.json |
3.69kB |
pj
