| 01_Module_1_Week_1/01_Video_1.1_-_Introduction_to_Recommender_Systems_38-22.mp4 |
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| 01_Module_1_Week_1/01_Video_1.1_-_Introduction_to_Recommender_Systems_38-22.pdf |
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| 01_Module_1_Week_1/01_Video_1.1_-_Introduction_to_Recommender_Systems_38-22.txt |
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| 01_Module_1_Week_1/02_Video_1.2_-_Welcome_to_the_Course_24-15.mp4 |
30.23MB |
| 01_Module_1_Week_1/02_Video_1.2_-_Welcome_to_the_Course_24-15.pdf |
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| 01_Module_1_Week_1/02_Video_1.2_-_Welcome_to_the_Course_24-15.srt |
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| 01_Module_1_Week_1/02_Video_1.2_-_Welcome_to_the_Course_24-15.txt |
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| 01_Module_1_Week_1/03_Video_1.3a_-_Software_Environment_6-47.mp4 |
8.95MB |
| 01_Module_1_Week_1/03_Video_1.3a_-_Software_Environment_6-47.pdf |
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| 01_Module_1_Week_1/03_Video_1.3a_-_Software_Environment_6-47.srt |
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| 01_Module_1_Week_1/03_Video_1.3a_-_Software_Environment_6-47.txt |
4.91kB |
| 01_Module_1_Week_1/04_Video_1.3b_-_Setup_of_Eclipse.mp4 |
7.00MB |
| 01_Module_1_Week_1/04_Video_1.3b_-_Setup_of_Eclipse.srt |
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| 01_Module_1_Week_1/04_Video_1.3b_-_Setup_of_Eclipse.txt |
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| 01_Module_1_Week_1/05_Video_1.4a_-_Taxonomy_of_Recommender_Systems_27-57.mp4 |
30.63MB |
| 01_Module_1_Week_1/05_Video_1.4a_-_Taxonomy_of_Recommender_Systems_27-57.pdf |
2.68MB |
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| 01_Module_1_Week_1/06_Video_1.4b_-_Taxonomy_of_Recommender_Systems_continued_23-21.mp4 |
32.17MB |
| 01_Module_1_Week_1/06_Video_1.4b_-_Taxonomy_of_Recommender_Systems_continued_23-21.pdf |
897.18kB |
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27.28kB |
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16.05kB |
| 01_Module_1_Week_1/07_Video_1.5_-_Amazon_Tour_36-04.mp4 |
52.28MB |
| 01_Module_1_Week_1/07_Video_1.5_-_Amazon_Tour_36-04.pdf |
6.18MB |
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25.18kB |
| 02_Module_2_Weeks_2_-_3/01_Video_2.1_-_Introduction_to_non-personalized_recommenders_32-52.mp4 |
39.40MB |
| 02_Module_2_Weeks_2_-_3/01_Video_2.1_-_Introduction_to_non-personalized_recommenders_32-52.pdf |
1.57MB |
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40.71kB |
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| 02_Module_2_Weeks_2_-_3/02_Video_2.2_-_Preferences_and_Ratings_17-21.mp4 |
22.65MB |
| 02_Module_2_Weeks_2_-_3/02_Video_2.2_-_Preferences_and_Ratings_17-21.pdf |
641.10kB |
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| 02_Module_2_Weeks_2_-_3/03_Video_2.3_-_Predictions_and_Recommendations_16-46.mp4 |
18.64MB |
| 02_Module_2_Weeks_2_-_3/03_Video_2.3_-_Predictions_and_Recommendations_16-46.pdf |
1.67MB |
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| 02_Module_2_Weeks_2_-_3/04_Video_2.4_-_Scales_and_Normalization_20-35.mp4 |
32.78MB |
| 02_Module_2_Weeks_2_-_3/04_Video_2.4_-_Scales_and_Normalization_20-35.pdf |
1.83MB |
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| 02_Module_2_Weeks_2_-_3/05_Interview_with_Anthony_Jameson_-_Preferences_and_Ratings_14-59.mp4 |
21.85MB |
| 02_Module_2_Weeks_2_-_3/05_Interview_with_Anthony_Jameson_-_Preferences_and_Ratings_14-59.srt |
23.75kB |
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14.48kB |
| 03_Module_3_Weeks_4_-5/01_Video_3.1_-_Introduction_to_Content-Based_Recommenders_30-59.mp4 |
35.53MB |
| 03_Module_3_Weeks_4_-5/01_Video_3.1_-_Introduction_to_Content-Based_Recommenders_30-59.pdf |
1.32MB |
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40.35kB |
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24.29kB |
| 03_Module_3_Weeks_4_-5/02_Video_3.2_-_Introduction_to_LensKit_36-13.mp4 |
50.42MB |
| 03_Module_3_Weeks_4_-5/02_Video_3.2_-_Introduction_to_LensKit_36-13.pdf |
127.69kB |
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| 03_Module_3_Weeks_4_-5/03_Video_3.3_-_TFIDF_and_more_24-09.mp4 |
28.98MB |
| 03_Module_3_Weeks_4_-5/03_Video_3.3_-_TFIDF_and_more_24-09.pdf |
52.01kB |
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| 03_Module_3_Weeks_4_-5/04_Video_3.4_-_Content-Based_Recommenders_in_Detail_29-26.mp4 |
34.89MB |
| 03_Module_3_Weeks_4_-5/04_Video_3.4_-_Content-Based_Recommenders_in_Detail_29-26.pdf |
69.69kB |
| 03_Module_3_Weeks_4_-5/04_Video_3.4_-_Content-Based_Recommenders_in_Detail_29-26.srt |
37.90kB |
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22.86kB |
| 03_Module_3_Weeks_4_-5/05_Video_3.5_-_Tools_for_Content-Based_Filtering_8-53.mp4 |
13.24MB |
| 03_Module_3_Weeks_4_-5/05_Video_3.5_-_Tools_for_Content-Based_Filtering_8-53.pdf |
571.13kB |
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11.99kB |
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7.48kB |
| 03_Module_3_Weeks_4_-5/06_Case-Based_Reasoning_-_Interview_with_Barry_Smyth_-_13-09.mp4 |
25.92MB |
| 03_Module_3_Weeks_4_-5/06_Case-Based_Reasoning_-_Interview_with_Barry_Smyth_-_13-09.srt |
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12.33kB |
| 03_Module_3_Weeks_4_-5/07_LensKit_Example_Walkthrough_27-14.mp4 |
110.37MB |
| 03_Module_3_Weeks_4_-5/07_LensKit_Example_Walkthrough_27-14.srt |
33.86kB |
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| 04_Module_4_Weeks_6_-_7/01_Video_4.1_-_Introduction_to_User-User_Collaborative_Filtering_20-25.mp4 |
23.27MB |
| 04_Module_4_Weeks_6_-_7/01_Video_4.1_-_Introduction_to_User-User_Collaborative_Filtering_20-25.pdf |
49.37kB |
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| 04_Module_4_Weeks_6_-_7/02_Video_4.2_-_Basic_User-User_Breakdown_24-15.mp4 |
34.16MB |
| 04_Module_4_Weeks_6_-_7/02_Video_4.2_-_Basic_User-User_Breakdown_24-15.pdf |
40.27kB |
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| 04_Module_4_Weeks_6_-_7/03_Video_4.3_-_Variations_and_Enhancements_33-36.mp4 |
52.13MB |
| 04_Module_4_Weeks_6_-_7/03_Video_4.3_-_Variations_and_Enhancements_33-36.pdf |
1.17MB |
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| 04_Module_4_Weeks_6_-_7/04_Video_4.4_-_Explaining_Recommendations_16-22.mp4 |
21.59MB |
| 04_Module_4_Weeks_6_-_7/04_Video_4.4_-_Explaining_Recommendations_16-22.pdf |
49.04kB |
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| 04_Module_4_Weeks_6_-_7/05_Trust_Reputation_Influence_Limiting_-_Interview_with_Paul_Resnick_21-37.mp4 |
30.70MB |
| 04_Module_4_Weeks_6_-_7/05_Trust_Reputation_Influence_Limiting_-_Interview_with_Paul_Resnick_21-37.srt |
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17.76kB |
| 04_Module_4_Weeks_6_-_7/06_Trust-Based_Recommendation_-_Interview_with_Jen_Golbeck_15-56.mp4 |
27.09MB |
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| 05_Module_5_Weeks_8_-_9/01_Video_5.1_-_Intro_to_Evaluation_16-47.mp4 |
19.51MB |
| 05_Module_5_Weeks_8_-_9/01_Video_5.1_-_Intro_to_Evaluation_16-47.pdf |
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| 05_Module_5_Weeks_8_-_9/02_Video_5.2_-_Basic_Accuracy_Metrics_20-57.mp4 |
71.97MB |
| 05_Module_5_Weeks_8_-_9/02_Video_5.2_-_Basic_Accuracy_Metrics_20-57.pdf |
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| 05_Module_5_Weeks_8_-_9/03_Video_5.3_-_Basic_Decision_Support_Metrics_27-46.mp4 |
33.88MB |
| 05_Module_5_Weeks_8_-_9/03_Video_5.3_-_Basic_Decision_Support_Metrics_27-46.pdf |
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| 05_Module_5_Weeks_8_-_9/04_Video_5.4_-_Rank_Metrics_24-18.mp4 |
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| 05_Module_5_Weeks_8_-_9/04_Video_5.4_-_Rank_Metrics_24-18.pdf |
135.29kB |
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15.61kB |
| 05_Module_5_Weeks_8_-_9/05_Video_5.5_-_Fallacy_of_Hidden_Data_Evaluation_15-34.mp4 |
24.30MB |
| 05_Module_5_Weeks_8_-_9/05_Video_5.5_-_Fallacy_of_Hidden_Data_Evaluation_15-34.pdf |
43.78kB |
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21.02kB |
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| 05_Module_5_Weeks_8_-_9/06_Video_5.6_-_More_Metrics_23-39.mp4 |
89.87MB |
| 05_Module_5_Weeks_8_-_9/06_Video_5.6_-_More_Metrics_23-39.pdf |
144.03kB |
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| 05_Module_5_Weeks_8_-_9/07_Video_5.7_-_Experimental_Protocols_15-21.mp4 |
29.00MB |
| 05_Module_5_Weeks_8_-_9/07_Video_5.7_-_Experimental_Protocols_15-21.pdf |
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| 05_Module_5_Weeks_8_-_9/08_Video_5.8_-_Unary_Data_Evaluation_14-29.mp4 |
49.79MB |
| 05_Module_5_Weeks_8_-_9/08_Video_5.8_-_Unary_Data_Evaluation_14-29.pdf |
65.59kB |
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| 05_Module_5_Weeks_8_-_9/09_Video_5.9_-_Using_the_LensKit_Evaluator_20-39.mp4 |
72.98MB |
| 05_Module_5_Weeks_8_-_9/09_Video_5.9_-_Using_the_LensKit_Evaluator_20-39.pdf |
53.09kB |
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| 05_Module_5_Weeks_8_-_9/10_Video_5.10_-_User-Centered_Evaluation_18-18.mp4 |
67.03MB |
| 05_Module_5_Weeks_8_-_9/10_Video_5.10_-_User-Centered_Evaluation_18-18.pdf |
51.36kB |
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| 06_Module_6_Weeks_10_-_11/01_Video_6.1_-_Introduction_to_Item-Item_Collaborative_Filtering_20-12.mp4 |
26.31MB |
| 06_Module_6_Weeks_10_-_11/01_Video_6.1_-_Introduction_to_Item-Item_Collaborative_Filtering_20-12.pdf |
464.66kB |
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25.16kB |
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15.15kB |
| 06_Module_6_Weeks_10_-_11/02_Video_6.2_-_Item-Item_Algorithm_10-57.mp4 |
36.80MB |
| 06_Module_6_Weeks_10_-_11/02_Video_6.2_-_Item-Item_Algorithm_10-57.pdf |
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| 06_Module_6_Weeks_10_-_11/03_Video_6.3_-_Item-Item_On_Unary_Data_10-03.mp4 |
16.63MB |
| 06_Module_6_Weeks_10_-_11/03_Video_6.3_-_Item-Item_On_Unary_Data_10-03.pdf |
601.63kB |
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| 06_Module_6_Weeks_10_-_11/04_Video_6.4_-_Item-Item_Hybrids_and_Extensions_17-06.mp4 |
63.59MB |
| 06_Module_6_Weeks_10_-_11/04_Video_6.4_-_Item-Item_Hybrids_and_Extensions_17-06.pdf |
2.13MB |
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13.49kB |
| 07_Module_7_Weeks_12_-_13/01_Video_7.1_-_Introduction_to_Dimensionality_Reduction_Recommenders_14-13.mp4 |
50.76MB |
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17.39kB |
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10.53kB |
| 07_Module_7_Weeks_12_-_13/02_Video_7.2_-_Diving_Deeper_with_SVD_19-18.mp4 |
71.97MB |
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23.63kB |
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14.04kB |
| 07_Module_7_Weeks_12_-_13/03_Video_7.3_-_Training_SVDs_16-42.mp4 |
63.74MB |
| 07_Module_7_Weeks_12_-_13/03_Video_7.3_-_Training_SVDs_16-42.pdf |
994.28kB |
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11.91kB |
| 07_Module_7_Weeks_12_-_13/04_Video_7.4_-_FunkSVD_Training_Algorithm_9-03.mp4 |
36.80MB |
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8.05kB |
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4.69kB |
| 07_Module_7_Weeks_12_-_13/05_Video_7.5_-_Probabilistic_Matrix_Factorization_17-28.mp4 |
67.32MB |
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21.83kB |
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13.05kB |
| 08_Module_8_Week_14/01_Video_8.1_-_Threat_Models_12-16.mp4 |
15.36MB |
| 08_Module_8_Week_14/01_Video_8.1_-_Threat_Models_12-16.pdf |
80.69kB |
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18.50kB |
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11.33kB |
| 08_Module_8_Week_14/02_Video_8.2_-_The_Cold_Start_Problem_13-26.mp4 |
71.96MB |
| 08_Module_8_Week_14/02_Video_8.2_-_The_Cold_Start_Problem_13-26.pdf |
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| 08_Module_8_Week_14/02_Video_8.2_-_The_Cold_Start_Problem_13-26.srt |
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| 08_Module_8_Week_14/02_Video_8.2_-_The_Cold_Start_Problem_13-26.txt |
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| 08_Module_8_Week_14/03_Video_8.3_-_What_wasnt_covered_19-36.mp4 |
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| 08_Module_8_Week_14/03_Video_8.3_-_What_wasnt_covered_19-36.pdf |
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| 08_Module_8_Week_14/03_Video_8.3_-_What_wasnt_covered_19-36.srt |
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| 08_Module_8_Week_14/03_Video_8.3_-_What_wasnt_covered_19-36.txt |
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| 08_Module_8_Week_14/04_Video_8.4_-_More_Tools_for_Recommendation_3-35.mp4 |
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| 08_Module_8_Week_14/04_Video_8.4_-_More_Tools_for_Recommendation_3-35.pdf |
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| 08_Module_8_Week_14/04_Video_8.4_-_More_Tools_for_Recommendation_3-35.srt |
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| 08_Module_8_Week_14/04_Video_8.4_-_More_Tools_for_Recommendation_3-35.txt |
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| 08_Module_8_Week_14/05_Groups_-_Interview_with_Anthony_Jameson_14-20.mp4 |
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| 08_Module_8_Week_14/05_Groups_-_Interview_with_Anthony_Jameson_14-20.srt |
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| 08_Module_8_Week_14/05_Groups_-_Interview_with_Anthony_Jameson_14-20.txt |
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| 08_Module_8_Week_14/06_Context-Aware_Recommenders_-_Interview_with_Francesco_Ricci_20-54.mp4 |
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| 08_Module_8_Week_14/06_Context-Aware_Recommenders_-_Interview_with_Francesco_Ricci_20-54.srt |
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| 08_Module_8_Week_14/06_Context-Aware_Recommenders_-_Interview_with_Francesco_Ricci_20-54.txt |
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| 08_Module_8_Week_14/07_Learning_to_Rank_-_Interview_with_Xavier_Amatriain_20-47.mp4 |
27.58MB |
| 08_Module_8_Week_14/07_Learning_to_Rank_-_Interview_with_Xavier_Amatriain_20-47.srt |
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| 08_Module_8_Week_14/07_Learning_to_Rank_-_Interview_with_Xavier_Amatriain_20-47.txt |
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| 08_Module_8_Week_14/08_Video_8.5_-_Wrap_Up_18-28.mp4 |
63.73MB |
| 08_Module_8_Week_14/08_Video_8.5_-_Wrap_Up_18-28.pdf |
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| entered_login.html |
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