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  • MP401_Module_1_Week_1\\/01_Video_1.1_-_Introduction_to_Recommender_Systems_38-22.mp443.90MB
  • PDF01_Module_1_Week_1\\/01_Video_1.1_-_Introduction_to_Recommender_Systems_38-22.pdf2.31MB
  • MP401_Module_1_Week_1\\/02_Video_1.2_-_Welcome_to_the_Course_24-15.mp428.83MB
  • PDF01_Module_1_Week_1\\/02_Video_1.2_-_Welcome_to_the_Course_24-15.pdf113.87KB
  • MP401_Module_1_Week_1\\/03_Video_1.3a_-_Software_Environment_6-47.mp48.54MB
  • MP401_Module_1_Week_1\\/04_Video_1.3b_-_Setup_of_Eclipse.mp46.67MB
  • MP401_Module_1_Week_1\\/05_Video_1.4a_-_Taxonomy_of_Recommender_Systems_27-57.mp429.21MB
  • PDF01_Module_1_Week_1\\/05_Video_1.4a_-_Taxonomy_of_Recommender_Systems_27-57.pdf2.56MB
  • MP401_Module_1_Week_1\\/06_Video_1.4b_-_Taxonomy_of_Recommender_Systems_continued_23-21.mp430.68MB
  • PDF01_Module_1_Week_1\\/06_Video_1.4b_-_Taxonomy_of_Recommender_Systems_continued_23-21.pdf876.15KB
  • MP401_Module_1_Week_1\\/07_Video_1.5_-_Azon_Tour_36-04.mp449.86MB
  • PDF01_Module_1_Week_1\\/07_Video_1.5_-_Azon_Tour_36-04.pdf5.90MB
  • MP402_Module_2_Weeks_2_-_3\\/01_Video_2.1_-_Introduction_to_non-personalized_recommenders_32-52.mp437.58MB
  • PDF02_Module_2_Weeks_2_-_3\\/01_Video_2.1_-_Introduction_to_non-personalized_recommenders_32-52.pdf1.50MB
  • MP402_Module_2_Weeks_2_-_3\\/02_Video_2.2_-_Preferences_and_Ratings_17-21.mp421.60MB
  • PDF02_Module_2_Weeks_2_-_3\\/02_Video_2.2_-_Preferences_and_Ratings_17-21.pdf626.07KB
  • MP402_Module_2_Weeks_2_-_3\\/03_Video_2.3_-_Predictions_and_Recommendations_16-46.mp417.78MB
  • PDF02_Module_2_Weeks_2_-_3\\/03_Video_2.3_-_Predictions_and_Recommendations_16-46.pdf1.60MB
  • MP402_Module_2_Weeks_2_-_3\\/04_Video_2.4_-_Scales_and_Norlization_20-35.mp431.26MB
  • PDF02_Module_2_Weeks_2_-_3\\/04_Video_2.4_-_Scales_and_Norlization_20-35.pdf1.75MB
  • MP402_Module_2_Weeks_2_-_3\\/05_Interview_with_Anthony_Jameson_-_Preferences_and_Ratings_14-59.mp420.84MB
  • MP403_Module_3_Weeks_4_-5\\/01_Video_3.1_-_Introduction_to_Content-ba<x>sed_Recommenders_30-59.mp433.88MB
  • PDF03_Module_3_Weeks_4_-5\\/01_Video_3.1_-_Introduction_to_Content-ba<x>sed_Recommenders_30-59.pdf1.26MB
  • MP403_Module_3_Weeks_4_-5\\/02_Video_3.2_-_Introduction_to_LensKit_36-13.mp448.09MB
  • PDF03_Module_3_Weeks_4_-5\\/02_Video_3.2_-_Introduction_to_LensKit_36-13.pdf124.69KB
  • MP403_Module_3_Weeks_4_-5\\/03_Video_3.3_-_TFIDF_and_more_24-09.mp427.64MB
  • MP403_Module_3_Weeks_4_-5\\/04_Video_3.4_-_Content-ba<x>sed_Recommenders_in_Detail_29-26.mp433.28MB
  • MP403_Module_3_Weeks_4_-5\\/05_Video_3.5_-_Tools_for_Content-ba<x>sed_Filtering_8-53.mp412.63MB
  • PDF03_Module_3_Weeks_4_-5\\/05_Video_3.5_-_Tools_for_Content-ba<x>sed_Filtering_8-53.pdf557.75KB
  • MP403_Module_3_Weeks_4_-5\\/06_Case-ba<x>sed_Reasoning_-_Interview_with_Barry_yth_-_13-09.mp424.72MB
  • MP403_Module_3_Weeks_4_-5\\/07_LensKit_Example_Walkthrough_27-14.mp4105.26MB
  • MP404_Module_4_Weeks_6_-_7\\/01_Video_4.1_-_Introduction_to_User-User_Collaborative_Filtering_20-25.mp422.19MB
  • MP404_Module_4_Weeks_6_-_7\\/02_Video_4.2_-_Basic_User-User_Breakdown_24-15.mp432.58MB
  • MP404_Module_4_Weeks_6_-_7\\/03_Video_4.3_-_Variations_and_Enhancements_33-36.mp449.71MB
  • PDF04_Module_4_Weeks_6_-_7\\/03_Video_4.3_-_Variations_and_Enhancements_33-36.pdf1.12MB
  • MP404_Module_4_Weeks_6_-_7\\/04_Video_4.4_-_Explaining_Recommendations_16-22.mp420.59MB
  • MP404_Module_4_Weeks_6_-_7\\/05_Trust_Reputation_Influence_Limiting_-_Interview_with_Paul_Resnick_21-37.mp429.28MB
  • MP404_Module_4_Weeks_6_-_7\\/06_Trust-ba<x>sed_Recommendation_-_Interview_with_Jen_Golbeck_15-56.mp425.83MB
  • MP405_Module_5_Weeks_8_-_9\\/01_Video_5.1_-_Intro_to_Evaluation_16-47.mp418.61MB
  • MP405_Module_5_Weeks_8_-_9\\/02_Video_5.2_-_Basic_Accuracy_Metrics_20-57.mp468.63MB
  • PDF05_Module_5_Weeks_8_-_9\\/02_Video_5.2_-_Basic_Accuracy_Metrics_20-57.pdf190.91KB
  • MP405_Module_5_Weeks_8_-_9\\/03_Video_5.3_-_Basic_Decision_Support_Metrics_27-46.mp432.31MB
  • PDF05_Module_5_Weeks_8_-_9\\/03_Video_5.3_-_Basic_Decision_Support_Metrics_27-46.pdf886.97KB
  • MP405_Module_5_Weeks_8_-_9\\/04_Video_5.4_-_Rank_Metrics_24-18.mp444.55MB
  • PDF05_Module_5_Weeks_8_-_9\\/04_Video_5.4_-_Rank_Metrics_24-18.pdf132.12KB
  • MP405_Module_5_Weeks_8_-_9\\/05_Video_5.5_-_Fallacy_of_Hidden_Data_Evaluation_15-34.mp423.17MB
  • MP405_Module_5_Weeks_8_-_9\\/06_Video_5.6_-_More_Metrics_23-39.mp485.71MB
  • PDF05_Module_5_Weeks_8_-_9\\/06_Video_5.6_-_More_Metrics_23-39.pdf140.65KB
  • MP405_Module_5_Weeks_8_-_9\\/07_Video_5.7_-_Experimental_Protocols_15-21.mp427.66MB
  • MP405_Module_5_Weeks_8_-_9\\/08_Video_5.8_-_Unary_Data_Evaluation_14-29.mp447.49MB
  • MP405_Module_5_Weeks_8_-_9\\/09_Video_5.9_-_Using_the_LensKit_Evaluator_20-39.mp469.59MB
  • MP405_Module_5_Weeks_8_-_9\\/10_Video_5.10_-_User-Centered_Evaluation_18-18.mp463.93MB
  • MP406_Module_6_Weeks_10_-_11\\/01_Video_6.1_-_Introduction_to_Item-Item_Collaborative_Filtering_20-12.mp425.09MB
  • PDF06_Module_6_Weeks_10_-_11\\/01_Video_6.1_-_Introduction_to_Item-Item_Collaborative_Filtering_20-12.pdf453.77KB
  • MP406_Module_6_Weeks_10_-_11\\/02_Video_6.2_-_Item-Item_Algorithm_10-57.mp435.09MB
  • PDF06_Module_6_Weeks_10_-_11\\/02_Video_6.2_-_Item-Item_Algorithm_10-57.pdf104.66KB
  • MP406_Module_6_Weeks_10_-_11\\/03_Video_6.3_-_Item-Item_On_Unary_Data_10-03.mp415.86MB
  • PDF06_Module_6_Weeks_10_-_11\\/03_Video_6.3_-_Item-Item_On_Unary_Data_10-03.pdf587.53KB
  • MP406_Module_6_Weeks_10_-_11\\/04_Video_6.4_-_Item-Item_Hybrids_and_Extensions_17-06.mp460.65MB
  • PDF06_Module_6_Weeks_10_-_11\\/04_Video_6.4_-_Item-Item_Hybrids_and_Extensions_17-06.pdf2.03MB
  • MP407_Module_7_Weeks_12_-_13\\/01_Video_7.1_-_Introduction_to_Dimensionality_Reduction_Recommenders_14-13.mp448.41MB
  • MP407_Module_7_Weeks_12_-_13\\/02_Video_7.2_-_Diving_Deeper_with_SVD_19-18.mp468.64MB
  • MP407_Module_7_Weeks_12_-_13\\/03_Video_7.3_-_Training_SVDs_16-42.mp460.78MB
  • PDF07_Module_7_Weeks_12_-_13\\/03_Video_7.3_-_Training_SVDs_16-42.pdf970.98KB
  • MP407_Module_7_Weeks_12_-_13\\/04_Video_7.4_-_FunkSVD_Training_Algorithm_9-03.mp435.09MB
  • MP407_Module_7_Weeks_12_-_13\\/05_Video_7.5_-_Probabilistic_trix_Factorization_17-28.mp464.20MB
  • MP408_Module_8_Week_14\\/01_Video_8.1_-_Threat_Models_12-16.mp414.65MB
  • MP408_Module_8_Week_14\\/02_Video_8.2_-_The_Cold_Start_Problem_13-26.mp468.63MB
  • MP408_Module_8_Week_14\\/03_Video_8.3_-_What_wasnt_covered_19-36.mp491.95MB
  • MP408_Module_8_Week_14\\/04_Video_8.4_-_More_Tools_for_Recommendation_3-35.mp49.58MB
  • MP408_Module_8_Week_14\\/05_Groups_-_Interview_with_Anthony_Jameson_14-20.mp417.27MB
  • MP408_Module_8_Week_14\\/06_Context-Aware_Recommenders_-_Interview_with_Francesco_Ricci_20-54.mp421.07MB
  • MP408_Module_8_Week_14\\/07_Learning_to_Rank_-_Interview_with_Xier_Atriain_20-47.mp426.30MB
  • MP408_Module_8_Week_14\\/08_Video_8.5_-_Wrap_Up_18-28.mp460.78MB
  • HTMLentered_login.html1.31MB
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