[Coursera] Big Data in Education by Ryan Baker

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文档大小：865.7 MB
文档个数：200个文档
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文档列表

05_Week_4/06_W4_V5-_Advanced_BKT.mp4 49.5 MB
04_Week_5/02_W5_V1-_Correlation_Mining.mp4 30.9 MB
05_Week_4/03_W4_V2-_Bayesian_Knowledge_Tracing.mp4 30.5 MB
06_Week_3/05_W3_V4-_Automated_Feature_Generation.mp4 27.9 MB
08_Week_1/05_W1-_V4-_Classifiers_Part_2_-_RapidMiner_5.3.mp4 25.4 MB
04_Week_5/04_W5_V3-_Association_Rule_Mining.mp4 25.4 MB
06_Week_3/06_W3_V5-_Knowledge_Engineering.mp4 25.4 MB
08_Week_1/04_W1-_V3-_Classifiers_Part_1.mp4 24.9 MB
06_Week_3/04_W3_V3-_Feature_Engineering.mp4 24.9 MB
02_Week_7/06_W7_V5-_Factor_Analysis.mp4 24.8 MB
07_Week_2/04_W2_V3-_Diagnostic_Metrics_part_2.mp4 23.6 MB
04_Week_5/03_W5_V2-_Casual_Mining.mp4 23.3 MB
05_Week_4/07_W4_V6-_Q_Matrix.mp4 23.2 MB
03_Week_6/04_W6_V3-_Scatter_Plots.mp4 22.9 MB
04_Week_5/06_W5_V5-_Network_Analysis.mp4 22.7 MB
06_Week_3/02_W3_V1-_Ground_Truth_for_Behavior_Detection.mp4 22.3 MB
05_Week_4/04_W4_V3-_Performance_Factors_Analysis.mp4 21.9 MB
03_Week_6/02_W6_V1-_Learning_Curves.mp4 21.6 MB
08_Week_1/03_W1-_V2-_Regressors.mp4 21.1 MB
05_Week_4/08_W4_V7-_Other_Structures.mp4 21.1 MB
05_Week_4/05_W4_V4-_Item_Response_Theory.mp4 20.3 MB
08_Week_1/02_W1_V1-_Big_Data_in_Education.mp4 19.9 MB
06_Week_3/03_W3_V2-_Data_Synchronization_and_Grain_Sizes.mp4 19.4 MB
07_Week_2/05_W2_V4-_Detector_Confidence_part_3.mp4 18.6 MB
07_Week_2/03_W2-_V2-_Diagnostic_Metrics_part_1.mp4 18.5 MB
02_Week_7/02_W7_V1-_Clustering.mp4 17.2 MB
07_Week_2/02_W2-_V1-_Detector_Confidence.mp4 16.8 MB
04_Week_5/05_W5_V4-_Sequential_Pattern_Mining.mp4 16.4 MB
03_Week_6/03_W6_V2-_Moment_by_Moment_Learning_Graphs.mp4 15.9 MB
03_Week_6/06_W6_V5-_Other_Awesome_EDM_Visualizations.mp4 14.8 MB
07_Week_2/06_W2_V5-_Detector_Confidence_part_4.mp4 14.8 MB
08_Week_1/07_W1-_V6-_Case_Study_-_San_Pedro.mp4 14.5 MB
01_Week_8/05_W8_V4-_Hidden_Markov_Models.mp4 12.8 MB
08_Week_1/06_W1-_V5-_Classifiers_Part_3.mp4 12.3 MB
03_Week_6/05_W6_V4-_State_Space_Diagrams.mp4 11.7 MB
02_Week_7/05_W7_V4-_Clustering_Examples.mp4 10.2 MB
07_Week_2/07_W2_V6-_Types_of_validity.mp4 10.0 MB
01_Week_8/02_W8_V1-_Discovery_with_Models.mp4 9.6 MB
02_Week_7/04_W7_V3-_Advanced_Clustering_Algorithms.mp4 9.3 MB
01_Week_8/06_W8_V5-_Conclusions_and_Further_Directions.mp4 8.8 MB
01_Week_8/04_W8_V3-_Text_Mining.mp4 8.7 MB
05_Week_4/02_W4_V1-_Knowledge_Inference.mp4 7.7 MB
02_Week_7/03_W7_V2-_Validation_and_Selection_of_K.mp4 7.1 MB
01_Week_8/03_W8_V2-_Discovery_with_Models_-_Case_Study.mp4 5.7 MB
03_Week_6/05_W6_V4-_State_Space_Diagrams.pdf 2.9 MB
07_Week_2/01_W2-_Intro_Video.mp4 1.8 MB
03_Week_6/04_W6_V3-_Scatter_Plots.pdf 1.7 MB
08_Week_1/01_Week_1_Introduction.mp4 1.5 MB
03_Week_6/06_W6_V5-_Other_Awesome_EDM_Visualizations.pdf 1.4 MB
01_Week_8/01_W8-_Intro_Video.mp4 1.4 MB
05_Week_4/01_W4-_Intro_Video.mp4 1.4 MB
02_Week_7/01_W7-_Intro_Video.mp4 1.2 MB
08_Week_1/05_W1-_V4-_Classifiers_Part_2_-_RapidMiner_5.3.pdf 1.2 MB
02_Week_7/05_W7_V4-_Clustering_Examples.pdf 1.1 MB
03_Week_6/01_W6-_Intro_Video.mp4 1.1 MB
04_Week_5/01_W5-_Intro_Video.mp4 1.1 MB
01_Week_8/04_W8_V3-_Text_Mining.pdf 989.6 kB
06_Week_3/01_W3-_Intro_Video.mp4 985.5 kB
05_Week_4/07_W4_V6-_Q_Matrix.pdf 945.6 kB
08_Week_1/06_W1-_V5-_Classifiers_Part_3.pdf 650.1 kB
02_Week_7/04_W7_V3-_Advanced_Clustering_Algorithms.pdf 548.2 kB
06_Week_3/04_W3_V3-_Feature_Engineering.pdf 514.2 kB
08_Week_1/07_W1-_V6-_Case_Study_-_San_Pedro.pdf 483.8 kB
02_Week_7/02_W7_V1-_Clustering.pdf 482.0 kB
04_Week_5/03_W5_V2-_Casual_Mining.pdf 469.0 kB
03_Week_6/03_W6_V2-_Moment_by_Moment_Learning_Graphs.pdf 445.5 kB
06_Week_3/02_W3_V1-_Ground_Truth_for_Behavior_Detection.pdf 399.4 kB
05_Week_4/06_W4_V5-_Advanced_BKT.pdf 394.6 kB
05_Week_4/05_W4_V4-_Item_Response_Theory.pdf 382.1 kB
05_Week_4/08_W4_V7-_Other_Structures.pdf 377.8 kB
04_Week_5/06_W5_V5-_Network_Analysis.pdf 376.2 kB
01_Week_8/05_W8_V4-_Hidden_Markov_Models.pdf 323.6 kB
01_Week_8/02_W8_V1-_Discovery_with_Models.pdf 292.5 kB
04_Week_5/04_W5_V3-_Association_Rule_Mining.pdf 254.6 kB
03_Week_6/02_W6_V1-_Learning_Curves.pdf 235.3 kB
05_Week_4/03_W4_V2-_Bayesian_Knowledge_Tracing.pdf 214.1 kB
04_Week_5/02_W5_V1-_Correlation_Mining.pdf 208.6 kB
07_Week_2/05_W2_V4-_Detector_Confidence_part_3.pdf 207.0 kB
06_Week_3/06_W3_V5-_Knowledge_Engineering.pdf 203.3 kB
08_Week_1/02_W1_V1-_Big_Data_in_Education.pdf 199.6 kB
07_Week_2/04_W2_V3-_Diagnostic_Metrics_part_2.pdf 191.0 kB
05_Week_4/04_W4_V3-_Performance_Factors_Analysis.pdf 178.9 kB
08_Week_1/04_W1-_V3-_Classifiers_Part_1.pdf 147.9 kB
08_Week_1/03_W1-_V2-_Regressors.pdf 145.0 kB
02_Week_7/06_W7_V5-_Factor_Analysis.pdf 125.5 kB
01_Week_8/06_W8_V5-_Conclusions_and_Further_Directions.pdf 120.1 kB
07_Week_2/06_W2_V5-_Detector_Confidence_part_4.pdf 118.8 kB
04_Week_5/05_W5_V4-_Sequential_Pattern_Mining.pdf 113.8 kB
07_Week_2/03_W2-_V2-_Diagnostic_Metrics_part_1.pdf 108.1 kB
01_Week_8/03_W8_V2-_Discovery_with_Models_-_Case_Study.pdf 99.9 kB
06_Week_3/05_W3_V4-_Automated_Feature_Generation.pdf 90.2 kB
07_Week_2/02_W2-_V1-_Detector_Confidence.pdf 87.2 kB
02_Week_7/03_W7_V2-_Validation_and_Selection_of_K.pdf 75.7 kB
06_Week_3/03_W3_V2-_Data_Synchronization_and_Grain_Sizes.pdf 74.3 kB
07_Week_2/07_W2_V6-_Types_of_validity.pdf 65.6 kB
05_Week_4/02_W4_V1-_Knowledge_Inference.pdf 47.6 kB
05_Week_4/06_W4_V5-_Advanced_BKT.srt 37.5 kB
02_Week_7/06_W7_V5-_Factor_Analysis.srt 31.4 kB
02_Week_7/02_W7_V1-_Clustering.srt 25.4 kB
05_Week_4/03_W4_V2-_Bayesian_Knowledge_Tracing.srt 23.2 kB
05_Week_4/06_W4_V5-_Advanced_BKT.txt 22.6 kB
04_Week_5/02_W5_V1-_Correlation_Mining.srt 22.5 kB
06_Week_3/05_W3_V4-_Automated_Feature_Generation.srt 21.4 kB
07_Week_2/04_W2_V3-_Diagnostic_Metrics_part_2.srt 20.8 kB
08_Week_1/07_W1-_V6-_Case_Study_-_San_Pedro.srt 20.1 kB
06_Week_3/06_W3_V5-_Knowledge_Engineering.srt 19.8 kB
04_Week_5/04_W5_V3-_Association_Rule_Mining.srt 19.0 kB
02_Week_7/06_W7_V5-_Factor_Analysis.txt 18.9 kB
04_Week_5/03_W5_V2-_Casual_Mining.srt 18.8 kB
06_Week_3/04_W3_V3-_Feature_Engineering.srt 18.4 kB
01_Week_8/05_W8_V4-_Hidden_Markov_Models.srt 17.9 kB
08_Week_1/04_W1-_V3-_Classifiers_Part_1.srt 17.7 kB
06_Week_3/02_W3_V1-_Ground_Truth_for_Behavior_Detection.srt 17.4 kB
04_Week_5/06_W5_V5-_Network_Analysis.srt 17.3 kB
05_Week_4/07_W4_V6-_Q_Matrix.srt 17.3 kB
08_Week_1/05_W1-_V4-_Classifiers_Part_2_-_RapidMiner_5.3.srt 17.1 kB
06_Week_3/03_W3_V2-_Data_Synchronization_and_Grain_Sizes.srt 16.5 kB
05_Week_4/04_W4_V3-_Performance_Factors_Analysis.srt 16.5 kB
08_Week_1/03_W1-_V2-_Regressors.srt 15.7 kB
03_Week_6/02_W6_V1-_Learning_Curves.srt 15.4 kB
05_Week_4/05_W4_V4-_Item_Response_Theory.srt 15.4 kB
02_Week_7/02_W7_V1-_Clustering.txt 15.3 kB
08_Week_1/06_W1-_V5-_Classifiers_Part_3.srt 15.0 kB
07_Week_2/03_W2-_V2-_Diagnostic_Metrics_part_1.srt 15.0 kB
05_Week_4/08_W4_V7-_Other_Structures.srt 14.8 kB
07_Week_2/05_W2_V4-_Detector_Confidence_part_3.srt 14.5 kB
05_Week_4/03_W4_V2-_Bayesian_Knowledge_Tracing.txt 13.9 kB
02_Week_7/05_W7_V4-_Clustering_Examples.srt 13.7 kB
04_Week_5/02_W5_V1-_Correlation_Mining.txt 13.5 kB
01_Week_8/06_W8_V5-_Conclusions_and_Further_Directions.srt 13.3 kB
01_Week_8/02_W8_V1-_Discovery_with_Models.srt 12.9 kB
07_Week_2/06_W2_V5-_Detector_Confidence_part_4.srt 12.8 kB
06_Week_3/05_W3_V4-_Automated_Feature_Generation.txt 12.7 kB
08_Week_1/02_W1_V1-_Big_Data_in_Education.srt 12.7 kB
07_Week_2/04_W2_V3-_Diagnostic_Metrics_part_2.txt 12.6 kB
03_Week_6/04_W6_V3-_Scatter_Plots.srt 12.3 kB
02_Week_7/04_W7_V3-_Advanced_Clustering_Algorithms.srt 12.3 kB
08_Week_1/07_W1-_V6-_Case_Study_-_San_Pedro.txt 12.0 kB
06_Week_3/06_W3_V5-_Knowledge_Engineering.txt 11.9 kB
07_Week_2/02_W2-_V1-_Detector_Confidence.srt 11.7 kB
01_Week_8/04_W8_V3-_Text_Mining.srt 11.5 kB
04_Week_5/03_W5_V2-_Casual_Mining.txt 11.5 kB
04_Week_5/04_W5_V3-_Association_Rule_Mining.txt 11.4 kB
01_Week_8/05_W8_V4-_Hidden_Markov_Models.txt 11.0 kB
06_Week_3/04_W3_V3-_Feature_Engineering.txt 11.0 kB
08_Week_1/04_W1-_V3-_Classifiers_Part_1.txt 10.7 kB
04_Week_5/05_W5_V4-_Sequential_Pattern_Mining.srt 10.5 kB
06_Week_3/02_W3_V1-_Ground_Truth_for_Behavior_Detection.txt 10.5 kB
05_Week_4/07_W4_V6-_Q_Matrix.txt 10.3 kB
04_Week_5/06_W5_V5-_Network_Analysis.txt 10.3 kB
08_Week_1/05_W1-_V4-_Classifiers_Part_2_-_RapidMiner_5.3.txt 10.2 kB
06_Week_3/03_W3_V2-_Data_Synchronization_and_Grain_Sizes.txt 10.1 kB
03_Week_6/03_W6_V2-_Moment_by_Moment_Learning_Graphs.srt 10.1 kB
05_Week_4/04_W4_V3-_Performance_Factors_Analysis.txt 9.8 kB
02_Week_7/03_W7_V2-_Validation_and_Selection_of_K.srt 9.7 kB
08_Week_1/03_W1-_V2-_Regressors.txt 9.4 kB
03_Week_6/06_W6_V5-_Other_Awesome_EDM_Visualizations.srt 9.4 kB
03_Week_6/02_W6_V1-_Learning_Curves.txt 9.4 kB
05_Week_4/05_W4_V4-_Item_Response_Theory.txt 9.3 kB
08_Week_1/06_W1-_V5-_Classifiers_Part_3.txt 9.1 kB
07_Week_2/03_W2-_V2-_Diagnostic_Metrics_part_1.txt 9.1 kB
05_Week_4/08_W4_V7-_Other_Structures.txt 8.9 kB
07_Week_2/05_W2_V4-_Detector_Confidence_part_3.txt 8.8 kB
07_Week_2/07_W2_V6-_Types_of_validity.srt 8.7 kB
02_Week_7/05_W7_V4-_Clustering_Examples.txt 8.4 kB
01_Week_8/06_W8_V5-_Conclusions_and_Further_Directions.txt 8.2 kB
07_Week_2/06_W2_V5-_Detector_Confidence_part_4.txt 7.9 kB
01_Week_8/03_W8_V2-_Discovery_with_Models_-_Case_Study.srt 7.9 kB
01_Week_8/02_W8_V1-_Discovery_with_Models.txt 7.9 kB
08_Week_1/02_W1_V1-_Big_Data_in_Education.txt 7.7 kB
02_Week_7/04_W7_V3-_Advanced_Clustering_Algorithms.txt 7.6 kB
03_Week_6/04_W6_V3-_Scatter_Plots.txt 7.4 kB
07_Week_2/02_W2-_V1-_Detector_Confidence.txt 7.1 kB
01_Week_8/04_W8_V3-_Text_Mining.txt 7.0 kB
03_Week_6/05_W6_V4-_State_Space_Diagrams.srt 6.9 kB
04_Week_5/05_W5_V4-_Sequential_Pattern_Mining.txt 6.4 kB
03_Week_6/03_W6_V2-_Moment_by_Moment_Learning_Graphs.txt 6.1 kB
02_Week_7/03_W7_V2-_Validation_and_Selection_of_K.txt 5.9 kB
03_Week_6/06_W6_V5-_Other_Awesome_EDM_Visualizations.txt 5.8 kB
05_Week_4/02_W4_V1-_Knowledge_Inference.srt 5.7 kB
07_Week_2/07_W2_V6-_Types_of_validity.txt 5.1 kB
01_Week_8/03_W8_V2-_Discovery_with_Models_-_Case_Study.txt 4.9 kB
03_Week_6/05_W6_V4-_State_Space_Diagrams.txt 4.2 kB
05_Week_4/02_W4_V1-_Knowledge_Inference.txt 3.4 kB
08_Week_1/01_Week_1_Introduction.srt 909 Bytes
01_Week_8/01_W8-_Intro_Video.srt 780 Bytes
05_Week_4/01_W4-_Intro_Video.srt 779 Bytes
02_Week_7/01_W7-_Intro_Video.srt 755 Bytes
04_Week_5/01_W5-_Intro_Video.srt 715 Bytes
06_Week_3/01_W3-_Intro_Video.srt 662 Bytes
03_Week_6/01_W6-_Intro_Video.srt 645 Bytes
07_Week_2/01_W2-_Intro_Video.srt 615 Bytes
08_Week_1/01_Week_1_Introduction.txt 545 Bytes
05_Week_4/01_W4-_Intro_Video.txt 483 Bytes
02_Week_7/01_W7-_Intro_Video.txt 459 Bytes
01_Week_8/01_W8-_Intro_Video.txt 450 Bytes
06_Week_3/01_W3-_Intro_Video.txt 399 Bytes
04_Week_5/01_W5-_Intro_Video.txt 385 Bytes
07_Week_2/01_W2-_Intro_Video.txt 352 Bytes
03_Week_6/01_W6-_Intro_Video.txt 349 Bytes

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