Recsys 001 | 42C3B47BF15A2A1AAADF92156F19315AD2D22967

Recsys 001

Name	recsys-001	DOWNLOAD Copy Link
Total Size	2.1 GB
Total Files	194
Last Seen	2024-11-15 23:35
Hash	42C3B47BF15A2A1AAADF92156F19315AD2D22967

/01_Module_1_Week_1/
01_Video_1.1_-_Introduction_to_Recommender_Systems_38-22.mp4	46.0 MB
01_Video_1.1_-_Introduction_to_Recommender_Systems_38-22.pdf	2.4 MB
01_Video_1.1_-_Introduction_to_Recommender_Systems_38-22.srt	52.6 KB
01_Video_1.1_-_Introduction_to_Recommender_Systems_38-22.txt	32.1 KB
02_Video_1.2_-_Welcome_to_the_Course_24-15.mp4	30.2 MB
02_Video_1.2_-_Welcome_to_the_Course_24-15.pdf	116.6 KB
02_Video_1.2_-_Welcome_to_the_Course_24-15.srt	34.2 KB
02_Video_1.2_-_Welcome_to_the_Course_24-15.txt	20.9 KB
03_Video_1.3a_-_Software_Environment_6-47.mp4	9.0 MB
03_Video_1.3a_-_Software_Environment_6-47.pdf	50.2 KB
03_Video_1.3a_-_Software_Environment_6-47.srt	8.2 KB
03_Video_1.3a_-_Software_Environment_6-47.txt	4.9 KB
04_Video_1.3b_-_Setup_of_Eclipse.mp4	7.0 MB
04_Video_1.3b_-_Setup_of_Eclipse.srt	5.1 KB
04_Video_1.3b_-_Setup_of_Eclipse.txt	3.1 KB
05_Video_1.4a_-_Taxonomy_of_Recommender_Systems_27-57.mp4	30.6 MB
05_Video_1.4a_-_Taxonomy_of_Recommender_Systems_27-57.pdf	2.7 MB
05_Video_1.4a_-_Taxonomy_of_Recommender_Systems_27-57.srt	33.7 KB
05_Video_1.4a_-_Taxonomy_of_Recommender_Systems_27-57.txt	20.5 KB
06_Video_1.4b_-_Taxonomy_of_Recommender_Systems_continued_23-21.mp4	32.2 MB
06_Video_1.4b_-_Taxonomy_of_Recommender_Systems_continued_23-21.pdf	897.2 KB
06_Video_1.4b_-_Taxonomy_of_Recommender_Systems_continued_23-21.srt	27.3 KB
06_Video_1.4b_-_Taxonomy_of_Recommender_Systems_continued_23-21.txt	16.0 KB
07_Video_1.5_-_Amazon_Tour_36-04.mp4	52.3 MB
07_Video_1.5_-_Amazon_Tour_36-04.pdf	6.2 MB
07_Video_1.5_-_Amazon_Tour_36-04.srt	42.4 KB
07_Video_1.5_-_Amazon_Tour_36-04.txt	25.2 KB
/02_Module_2_Weeks_2_-_3/
01_Video_2.1_-_Introduction_to_non-personalized_recommenders_32-52.mp4	39.4 MB
01_Video_2.1_-_Introduction_to_non-personalized_recommenders_32-52.pdf	1.6 MB
01_Video_2.1_-_Introduction_to_non-personalized_recommenders_32-52.srt	40.7 KB
01_Video_2.1_-_Introduction_to_non-personalized_recommenders_32-52.txt	24.8 KB
02_Video_2.2_-_Preferences_and_Ratings_17-21.mp4	22.6 MB
02_Video_2.2_-_Preferences_and_Ratings_17-21.pdf	641.1 KB
02_Video_2.2_-_Preferences_and_Ratings_17-21.srt	25.0 KB
02_Video_2.2_-_Preferences_and_Ratings_17-21.txt	15.1 KB
03_Video_2.3_-_Predictions_and_Recommendations_16-46.mp4	18.6 MB
03_Video_2.3_-_Predictions_and_Recommendations_16-46.pdf	1.7 MB
03_Video_2.3_-_Predictions_and_Recommendations_16-46.srt	20.3 KB
03_Video_2.3_-_Predictions_and_Recommendations_16-46.txt	12.4 KB
04_Video_2.4_-_Scales_and_Normalization_20-35.mp4	32.8 MB
04_Video_2.4_-_Scales_and_Normalization_20-35.pdf	1.8 MB
04_Video_2.4_-_Scales_and_Normalization_20-35.srt	30.2 KB
04_Video_2.4_-_Scales_and_Normalization_20-35.txt	18.3 KB
05_Interview_with_Anthony_Jameson_-_Preferences_and_Ratings_14-59.mp4	21.9 MB
05_Interview_with_Anthony_Jameson_-_Preferences_and_Ratings_14-59.srt	23.8 KB
05_Interview_with_Anthony_Jameson_-_Preferences_and_Ratings_14-59.txt	14.5 KB
/03_Module_3_Weeks_4_-5/
01_Video_3.1_-_Introduction_to_Content-Based_Recommenders_30-59.mp4	35.5 MB
01_Video_3.1_-_Introduction_to_Content-Based_Recommenders_30-59.pdf	1.3 MB
01_Video_3.1_-_Introduction_to_Content-Based_Recommenders_30-59.srt	40.4 KB
01_Video_3.1_-_Introduction_to_Content-Based_Recommenders_30-59.txt	24.3 KB
02_Video_3.2_-_Introduction_to_LensKit_36-13.mp4	50.4 MB
02_Video_3.2_-_Introduction_to_LensKit_36-13.pdf	127.7 KB
02_Video_3.2_-_Introduction_to_LensKit_36-13.srt	47.9 KB
02_Video_3.2_-_Introduction_to_LensKit_36-13.txt	29.3 KB
03_Video_3.3_-_TFIDF_and_more_24-09.mp4	29.0 MB
03_Video_3.3_-_TFIDF_and_more_24-09.pdf	52.0 KB
03_Video_3.3_-_TFIDF_and_more_24-09.srt	30.0 KB
03_Video_3.3_-_TFIDF_and_more_24-09.txt	18.4 KB
04_Video_3.4_-_Content-Based_Recommenders_in_Detail_29-26.mp4	34.9 MB
04_Video_3.4_-_Content-Based_Recommenders_in_Detail_29-26.pdf	69.7 KB
04_Video_3.4_-_Content-Based_Recommenders_in_Detail_29-26.srt	37.9 KB
04_Video_3.4_-_Content-Based_Recommenders_in_Detail_29-26.txt	22.9 KB
05_Video_3.5_-_Tools_for_Content-Based_Filtering_8-53.mp4	13.2 MB
05_Video_3.5_-_Tools_for_Content-Based_Filtering_8-53.pdf	571.1 KB
05_Video_3.5_-_Tools_for_Content-Based_Filtering_8-53.srt	12.0 KB
05_Video_3.5_-_Tools_for_Content-Based_Filtering_8-53.txt	7.5 KB
06_Case-Based_Reasoning_-_Interview_with_Barry_Smyth_-_13-09.mp4	25.9 MB
06_Case-Based_Reasoning_-_Interview_with_Barry_Smyth_-_13-09.srt	20.4 KB
06_Case-Based_Reasoning_-_Interview_with_Barry_Smyth_-_13-09.txt	12.3 KB
07_LensKit_Example_Walkthrough_27-14.mp4	110.4 MB
07_LensKit_Example_Walkthrough_27-14.srt	33.9 KB
07_LensKit_Example_Walkthrough_27-14.txt	20.4 KB
/04_Module_4_Weeks_6_-_7/
01_Video_4.1_-_Introduction_to_User-User_Collaborative_Filtering_20-25.mp4	23.3 MB
01_Video_4.1_-_Introduction_to_User-User_Collaborative_Filtering_20-25.pdf	49.4 KB
01_Video_4.1_-_Introduction_to_User-User_Collaborative_Filtering_20-25.srt	26.8 KB
01_Video_4.1_-_Introduction_to_User-User_Collaborative_Filtering_20-25.txt	16.2 KB
02_Video_4.2_-_Basic_User-User_Breakdown_24-15.mp4	34.2 MB
02_Video_4.2_-_Basic_User-User_Breakdown_24-15.pdf	40.3 KB
02_Video_4.2_-_Basic_User-User_Breakdown_24-15.srt	26.1 KB
02_Video_4.2_-_Basic_User-User_Breakdown_24-15.txt	15.6 KB
03_Video_4.3_-_Variations_and_Enhancements_33-36.mp4	52.1 MB
03_Video_4.3_-_Variations_and_Enhancements_33-36.pdf	1.2 MB
03_Video_4.3_-_Variations_and_Enhancements_33-36.srt	38.0 KB
03_Video_4.3_-_Variations_and_Enhancements_33-36.txt	22.6 KB
04_Video_4.4_-_Explaining_Recommendations_16-22.mp4	21.6 MB
04_Video_4.4_-_Explaining_Recommendations_16-22.pdf	49.0 KB
04_Video_4.4_-_Explaining_Recommendations_16-22.srt	21.5 KB
04_Video_4.4_-_Explaining_Recommendations_16-22.txt	13.0 KB
05_Trust_Reputation_Influence_Limiting_-_Interview_with_Paul_Resnick_21-37.mp4	30.7 MB
05_Trust_Reputation_Influence_Limiting_-_Interview_with_Paul_Resnick_21-37.srt	28.8 KB
05_Trust_Reputation_Influence_Limiting_-_Interview_with_Paul_Resnick_21-37.txt	17.8 KB
06_Trust-Based_Recommendation_-_Interview_with_Jen_Golbeck_15-56.mp4	27.1 MB
06_Trust-Based_Recommendation_-_Interview_with_Jen_Golbeck_15-56.srt	26.3 KB
06_Trust-Based_Recommendation_-_Interview_with_Jen_Golbeck_15-56.txt	16.0 KB
/05_Module_5_Weeks_8_-_9/
01_Video_5.1_-_Intro_to_Evaluation_16-47.mp4	19.5 MB
01_Video_5.1_-_Intro_to_Evaluation_16-47.pdf	53.8 KB
01_Video_5.1_-_Intro_to_Evaluation_16-47.srt	21.8 KB
01_Video_5.1_-_Intro_to_Evaluation_16-47.txt	13.3 KB
02_Video_5.2_-_Basic_Accuracy_Metrics_20-57.mp4	72.0 MB
02_Video_5.2_-_Basic_Accuracy_Metrics_20-57.pdf	195.5 KB
02_Video_5.2_-_Basic_Accuracy_Metrics_20-57.srt	25.8 KB
02_Video_5.2_-_Basic_Accuracy_Metrics_20-57.txt	15.5 KB
03_Video_5.3_-_Basic_Decision_Support_Metrics_27-46.mp4	33.9 MB
03_Video_5.3_-_Basic_Decision_Support_Metrics_27-46.pdf	908.3 KB
03_Video_5.3_-_Basic_Decision_Support_Metrics_27-46.srt	35.3 KB
03_Video_5.3_-_Basic_Decision_Support_Metrics_27-46.txt	21.5 KB
04_Video_5.4_-_Rank_Metrics_24-18.mp4	46.7 MB
04_Video_5.4_-_Rank_Metrics_24-18.pdf	135.3 KB
04_Video_5.4_-_Rank_Metrics_24-18.srt	26.5 KB
04_Video_5.4_-_Rank_Metrics_24-18.txt	15.6 KB
05_Video_5.5_-_Fallacy_of_Hidden_Data_Evaluation_15-34.mp4	24.3 MB
05_Video_5.5_-_Fallacy_of_Hidden_Data_Evaluation_15-34.pdf	43.8 KB
05_Video_5.5_-_Fallacy_of_Hidden_Data_Evaluation_15-34.srt	21.0 KB
05_Video_5.5_-_Fallacy_of_Hidden_Data_Evaluation_15-34.txt	12.9 KB
06_Video_5.6_-_More_Metrics_23-39.mp4	89.9 MB
06_Video_5.6_-_More_Metrics_23-39.pdf	144.0 KB
06_Video_5.6_-_More_Metrics_23-39.srt	30.7 KB
06_Video_5.6_-_More_Metrics_23-39.txt	18.5 KB
07_Video_5.7_-_Experimental_Protocols_15-21.mp4	29.0 MB
07_Video_5.7_-_Experimental_Protocols_15-21.pdf	81.7 KB
07_Video_5.7_-_Experimental_Protocols_15-21.srt	20.9 KB
07_Video_5.7_-_Experimental_Protocols_15-21.txt	12.5 KB
08_Video_5.8_-_Unary_Data_Evaluation_14-29.mp4	49.8 MB
08_Video_5.8_-_Unary_Data_Evaluation_14-29.pdf	65.6 KB
08_Video_5.8_-_Unary_Data_Evaluation_14-29.srt	21.1 KB
08_Video_5.8_-_Unary_Data_Evaluation_14-29.txt	12.8 KB
09_Video_5.9_-_Using_the_LensKit_Evaluator_20-39.mp4	73.0 MB
09_Video_5.9_-_Using_the_LensKit_Evaluator_20-39.pdf	53.1 KB
09_Video_5.9_-_Using_the_LensKit_Evaluator_20-39.srt	25.8 KB
09_Video_5.9_-_Using_the_LensKit_Evaluator_20-39.txt	15.6 KB
10_Video_5.10_-_User-Centered_Evaluation_18-18.mp4	67.0 MB
10_Video_5.10_-_User-Centered_Evaluation_18-18.pdf	51.4 KB
10_Video_5.10_-_User-Centered_Evaluation_18-18.srt	25.6 KB
10_Video_5.10_-_User-Centered_Evaluation_18-18.txt	15.5 KB
/06_Module_6_Weeks_10_-_11/
01_Video_6.1_-_Introduction_to_Item-Item_Collaborative_Filtering_20-12.mp4	26.3 MB
01_Video_6.1_-_Introduction_to_Item-Item_Collaborative_Filtering_20-12.pdf	464.7 KB
01_Video_6.1_-_Introduction_to_Item-Item_Collaborative_Filtering_20-12.srt	25.2 KB
01_Video_6.1_-_Introduction_to_Item-Item_Collaborative_Filtering_20-12.txt	15.2 KB
02_Video_6.2_-_Item-Item_Algorithm_10-57.mp4	36.8 MB
02_Video_6.2_-_Item-Item_Algorithm_10-57.pdf	107.2 KB
02_Video_6.2_-_Item-Item_Algorithm_10-57.srt	15.6 KB
02_Video_6.2_-_Item-Item_Algorithm_10-57.txt	9.3 KB
03_Video_6.3_-_Item-Item_On_Unary_Data_10-03.mp4	16.6 MB
03_Video_6.3_-_Item-Item_On_Unary_Data_10-03.pdf	601.6 KB
03_Video_6.3_-_Item-Item_On_Unary_Data_10-03.srt	11.8 KB
03_Video_6.3_-_Item-Item_On_Unary_Data_10-03.txt	6.9 KB
04_Video_6.4_-_Item-Item_Hybrids_and_Extensions_17-06.mp4	63.6 MB
04_Video_6.4_-_Item-Item_Hybrids_and_Extensions_17-06.pdf	2.1 MB
04_Video_6.4_-_Item-Item_Hybrids_and_Extensions_17-06.srt	22.4 KB
04_Video_6.4_-_Item-Item_Hybrids_and_Extensions_17-06.txt	13.5 KB
/07_Module_7_Weeks_12_-_13/
01_Video_7.1_-_Introduction_to_Dimensionality_Reduction_Recommenders_14-13.mp4	50.8 MB
01_Video_7.1_-_Introduction_to_Dimensionality_Reduction_Recommenders_14-13.srt	17.4 KB
01_Video_7.1_-_Introduction_to_Dimensionality_Reduction_Recommenders_14-13.txt	10.5 KB
02_Video_7.2_-_Diving_Deeper_with_SVD_19-18.mp4	72.0 MB
02_Video_7.2_-_Diving_Deeper_with_SVD_19-18.srt	23.6 KB
02_Video_7.2_-_Diving_Deeper_with_SVD_19-18.txt	14.0 KB
03_Video_7.3_-_Training_SVDs_16-42.mp4	63.7 MB
03_Video_7.3_-_Training_SVDs_16-42.pdf	994.3 KB
03_Video_7.3_-_Training_SVDs_16-42.srt	19.9 KB
03_Video_7.3_-_Training_SVDs_16-42.txt	11.9 KB
04_Video_7.4_-_FunkSVD_Training_Algorithm_9-03.mp4	36.8 MB
04_Video_7.4_-_FunkSVD_Training_Algorithm_9-03.srt	8.0 KB
04_Video_7.4_-_FunkSVD_Training_Algorithm_9-03.txt	4.7 KB
05_Video_7.5_-_Probabilistic_Matrix_Factorization_17-28.mp4	67.3 MB
05_Video_7.5_-_Probabilistic_Matrix_Factorization_17-28.srt	21.8 KB
05_Video_7.5_-_Probabilistic_Matrix_Factorization_17-28.txt	13.0 KB
/08_Module_8_Week_14/
01_Video_8.1_-_Threat_Models_12-16.mp4	15.4 MB
01_Video_8.1_-_Threat_Models_12-16.pdf	80.7 KB
01_Video_8.1_-_Threat_Models_12-16.srt	18.5 KB
01_Video_8.1_-_Threat_Models_12-16.txt	11.3 KB
02_Video_8.2_-_The_Cold_Start_Problem_13-26.mp4	72.0 MB
02_Video_8.2_-_The_Cold_Start_Problem_13-26.pdf	44.0 KB
02_Video_8.2_-_The_Cold_Start_Problem_13-26.srt	18.6 KB
02_Video_8.2_-_The_Cold_Start_Problem_13-26.txt	11.4 KB
03_Video_8.3_-_What_wasnt_covered_19-36.mp4	96.4 MB
03_Video_8.3_-_What_wasnt_covered_19-36.pdf	52.1 KB
03_Video_8.3_-_What_wasnt_covered_19-36.srt	27.5 KB
03_Video_8.3_-_What_wasnt_covered_19-36.txt	16.7 KB
04_Video_8.4_-_More_Tools_for_Recommendation_3-35.mp4	10.0 MB
04_Video_8.4_-_More_Tools_for_Recommendation_3-35.pdf	58.3 KB
04_Video_8.4_-_More_Tools_for_Recommendation_3-35.srt	5.4 KB
04_Video_8.4_-_More_Tools_for_Recommendation_3-35.txt	3.3 KB
05_Groups_-_Interview_with_Anthony_Jameson_14-20.mp4	18.1 MB
05_Groups_-_Interview_with_Anthony_Jameson_14-20.srt	23.5 KB
05_Groups_-_Interview_with_Anthony_Jameson_14-20.txt	14.3 KB
06_Context-Aware_Recommenders_-_Interview_with_Francesco_Ricci_20-54.mp4	22.1 MB
06_Context-Aware_Recommenders_-_Interview_with_Francesco_Ricci_20-54.srt	31.7 KB
06_Context-Aware_Recommenders_-_Interview_with_Francesco_Ricci_20-54.txt	18.9 KB
07_Learning_to_Rank_-_Interview_with_Xavier_Amatriain_20-47.mp4	27.6 MB
07_Learning_to_Rank_-_Interview_with_Xavier_Amatriain_20-47.srt	29.5 KB
07_Learning_to_Rank_-_Interview_with_Xavier_Amatriain_20-47.txt	18.0 KB
08_Video_8.5_-_Wrap_Up_18-28.mp4	63.7 MB
08_Video_8.5_-_Wrap_Up_18-28.pdf	54.5 KB
/
entered_login.html	1.4 MB
Total files 194