01_Week_8/01_W8-_Intro_Video.mp4
1.34MB
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01_Week_8/01_W8-_Intro_Video.srt
780B
01_Week_8/01_W8-_Intro_Video.txt
450B
01_Week_8/02_W8_V1-_Discovery_with_Models.mp4
9.14MB
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01_Week_8/02_W8_V1-_Discovery_with_Models.pdf
285.67KB
01_Week_8/02_W8_V1-_Discovery_with_Models.srt
12.56KB
01_Week_8/02_W8_V1-_Discovery_with_Models.txt
7.74KB
01_Week_8/03_W8_V2-_Discovery_with_Models_-_Case_Study.mp4
5.39MB
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01_Week_8/03_W8_V2-_Discovery_with_Models_-_Case_Study.pdf
97.52KB
01_Week_8/03_W8_V2-_Discovery_with_Models_-_Case_Study.srt
7.75KB
01_Week_8/03_W8_V2-_Discovery_with_Models_-_Case_Study.txt
4.77KB
01_Week_8/04_W8_V3-_Text_Mining.mp4
8.33MB
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01_Week_8/04_W8_V3-_Text_Mining.pdf
966.4KB
01_Week_8/04_W8_V3-_Text_Mining.srt
11.19KB
01_Week_8/04_W8_V3-_Text_Mining.txt
6.86KB
01_Week_8/05_W8_V4-_Hidden_Markov_Models.mp4
12.21MB
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01_Week_8/05_W8_V4-_Hidden_Markov_Models.pdf
316KB
01_Week_8/05_W8_V4-_Hidden_Markov_Models.srt
17.51KB
01_Week_8/05_W8_V4-_Hidden_Markov_Models.txt
10.78KB
01_Week_8/06_W8_V5-_Conclusions_and_Further_Directions.mp4
8.38MB
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01_Week_8/06_W8_V5-_Conclusions_and_Further_Directions.pdf
117.31KB
01_Week_8/06_W8_V5-_Conclusions_and_Further_Directions.srt
13.03KB
01_Week_8/06_W8_V5-_Conclusions_and_Further_Directions.txt
7.98KB
02_Week_7/01_W7-_Intro_Video.mp4
1.17MB
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02_Week_7/01_W7-_Intro_Video.srt
755B
02_Week_7/01_W7-_Intro_Video.txt
459B
02_Week_7/02_W7_V1-_Clustering.mp4
16.44MB
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02_Week_7/02_W7_V1-_Clustering.pdf
470.71KB
02_Week_7/02_W7_V1-_Clustering.srt
24.85KB
02_Week_7/02_W7_V1-_Clustering.txt
14.98KB
02_Week_7/03_W7_V2-_Validation_and_Selection_of_K.mp4
6.77MB
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02_Week_7/03_W7_V2-_Validation_and_Selection_of_K.pdf
73.92KB
02_Week_7/03_W7_V2-_Validation_and_Selection_of_K.srt
9.51KB
02_Week_7/03_W7_V2-_Validation_and_Selection_of_K.txt
5.75KB
02_Week_7/04_W7_V3-_Advanced_Clustering_Algorithms.mp4
8.9MB
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02_Week_7/04_W7_V3-_Advanced_Clustering_Algorithms.pdf
535.4KB
02_Week_7/04_W7_V3-_Advanced_Clustering_Algorithms.srt
11.97KB
02_Week_7/04_W7_V3-_Advanced_Clustering_Algorithms.txt
7.43KB
02_Week_7/05_W7_V4-_Clustering_Examples.mp4
9.71MB
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02_Week_7/05_W7_V4-_Clustering_Examples.pdf
1.1MB
02_Week_7/05_W7_V4-_Clustering_Examples.srt
13.38KB
02_Week_7/05_W7_V4-_Clustering_Examples.txt
8.16KB
02_Week_7/06_W7_V5-_Factor_Analysis.mp4
23.63MB
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02_Week_7/06_W7_V5-_Factor_Analysis.pdf
122.61KB
02_Week_7/06_W7_V5-_Factor_Analysis.srt
30.69KB
02_Week_7/06_W7_V5-_Factor_Analysis.txt
18.45KB
03_Week_6/01_W6-_Intro_Video.mp4
1.09MB
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03_Week_6/01_W6-_Intro_Video.srt
645B
03_Week_6/01_W6-_Intro_Video.txt
349B
03_Week_6/02_W6_V1-_Learning_Curves.mp4
20.64MB
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03_Week_6/02_W6_V1-_Learning_Curves.pdf
229.83KB
03_Week_6/02_W6_V1-_Learning_Curves.srt
15.04KB
03_Week_6/02_W6_V1-_Learning_Curves.txt
9.13KB
03_Week_6/03_W6_V2-_Moment_by_Moment_Learning_Graphs.mp4
15.19MB
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03_Week_6/03_W6_V2-_Moment_by_Moment_Learning_Graphs.pdf
435.05KB
03_Week_6/03_W6_V2-_Moment_by_Moment_Learning_Graphs.srt
9.88KB
03_Week_6/03_W6_V2-_Moment_by_Moment_Learning_Graphs.txt
5.99KB
03_Week_6/04_W6_V3-_Scatter_Plots.mp4
21.88MB
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03_Week_6/04_W6_V3-_Scatter_Plots.pdf
1.58MB
03_Week_6/04_W6_V3-_Scatter_Plots.srt
12.03KB
03_Week_6/04_W6_V3-_Scatter_Plots.txt
7.21KB
03_Week_6/05_W6_V4-_State_Space_Diagrams.mp4
11.11MB
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2.76MB
03_Week_6/05_W6_V4-_State_Space_Diagrams.srt
6.72KB
03_Week_6/05_W6_V4-_State_Space_Diagrams.txt
4.07KB
03_Week_6/06_W6_V5-_Other_Awesome_EDM_Visualizations.mp4
14.15MB
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1.38MB
03_Week_6/06_W6_V5-_Other_Awesome_EDM_Visualizations.srt
9.19KB
03_Week_6/06_W6_V5-_Other_Awesome_EDM_Visualizations.txt
5.63KB
04_Week_5/01_W5-_Intro_Video.mp4
1.06MB
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04_Week_5/01_W5-_Intro_Video.srt
715B
04_Week_5/01_W5-_Intro_Video.txt
385B
04_Week_5/02_W5_V1-_Correlation_Mining.mp4
29.46MB
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203.66KB
04_Week_5/02_W5_V1-_Correlation_Mining.srt
21.96KB
04_Week_5/02_W5_V1-_Correlation_Mining.txt
13.22KB
04_Week_5/03_W5_V2-_Casual_Mining.mp4
22.25MB
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04_Week_5/03_W5_V2-_Casual_Mining.pdf
458KB
04_Week_5/03_W5_V2-_Casual_Mining.srt
18.36KB
04_Week_5/03_W5_V2-_Casual_Mining.txt
11.18KB
04_Week_5/04_W5_V3-_Association_Rule_Mining.mp4
24.23MB
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04_Week_5/04_W5_V3-_Association_Rule_Mining.pdf
248.63KB
04_Week_5/04_W5_V3-_Association_Rule_Mining.srt
18.53KB
04_Week_5/04_W5_V3-_Association_Rule_Mining.txt
11.09KB
04_Week_5/05_W5_V4-_Sequential_Pattern_Mining.mp4
15.62MB
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04_Week_5/05_W5_V4-_Sequential_Pattern_Mining.pdf
111.16KB
04_Week_5/05_W5_V4-_Sequential_Pattern_Mining.srt
10.24KB
04_Week_5/05_W5_V4-_Sequential_Pattern_Mining.txt
6.28KB
04_Week_5/06_W5_V5-_Network_Analysis.mp4
21.65MB
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04_Week_5/06_W5_V5-_Network_Analysis.pdf
367.34KB
04_Week_5/06_W5_V5-_Network_Analysis.srt
16.94KB
04_Week_5/06_W5_V5-_Network_Analysis.txt
10.04KB
05_Week_4/01_W4-_Intro_Video.mp4
1.31MB
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05_Week_4/01_W4-_Intro_Video.srt
779B
05_Week_4/01_W4-_Intro_Video.txt
483B
05_Week_4/02_W4_V1-_Knowledge_Inference.mp4
7.33MB
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05_Week_4/02_W4_V1-_Knowledge_Inference.pdf
46.47KB
05_Week_4/02_W4_V1-_Knowledge_Inference.srt
5.54KB
05_Week_4/02_W4_V1-_Knowledge_Inference.txt
3.33KB
05_Week_4/03_W4_V2-_Bayesian_Knowledge_Tracing.mp4
29.05MB
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209.04KB
05_Week_4/03_W4_V2-_Bayesian_Knowledge_Tracing.srt
22.69KB
05_Week_4/03_W4_V2-_Bayesian_Knowledge_Tracing.txt
13.57KB
05_Week_4/04_W4_V3-_Performance_Factors_Analysis.mp4
20.88MB
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174.7KB
05_Week_4/04_W4_V3-_Performance_Factors_Analysis.srt
16.12KB
05_Week_4/04_W4_V3-_Performance_Factors_Analysis.txt
9.53KB
05_Week_4/05_W4_V4-_Item_Response_Theory.mp4
19.32MB
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05_Week_4/05_W4_V4-_Item_Response_Theory.pdf
373.1KB
05_Week_4/05_W4_V4-_Item_Response_Theory.srt
15.01KB
05_Week_4/05_W4_V4-_Item_Response_Theory.txt
9.06KB
05_Week_4/06_W4_V5-_Advanced_BKT.mp4
47.21MB
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05_Week_4/06_W4_V5-_Advanced_BKT.pdf
385.36KB
05_Week_4/06_W4_V5-_Advanced_BKT.srt
36.6KB
05_Week_4/06_W4_V5-_Advanced_BKT.txt
22.04KB
05_Week_4/07_W4_V6-_Q_Matrix.mp4
22.17MB
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05_Week_4/07_W4_V6-_Q_Matrix.srt
16.89KB
05_Week_4/07_W4_V6-_Q_Matrix.txt
10.09KB
05_Week_4/08_W4_V7-_Other_Structures.mp4
20.1MB
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05_Week_4/08_W4_V7-_Other_Structures.txt
8.7KB
06_Week_3/01_W3-_Intro_Video.mp4
962.4KB
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06_Week_3/01_W3-_Intro_Video.txt
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06_Week_3/02_W3_V1-_Ground_Truth_for_Behavior_Detection.mp4
21.29MB
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06_Week_3/02_W3_V1-_Ground_Truth_for_Behavior_Detection.srt
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06_Week_3/02_W3_V1-_Ground_Truth_for_Behavior_Detection.txt
10.21KB
06_Week_3/03_W3_V2-_Data_Synchronization_and_Grain_Sizes.mp4
18.52MB
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06_Week_3/03_W3_V2-_Data_Synchronization_and_Grain_Sizes.srt
16.14KB
06_Week_3/03_W3_V2-_Data_Synchronization_and_Grain_Sizes.txt
9.89KB
06_Week_3/04_W3_V3-_Feature_Engineering.mp4
23.71MB
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17.93KB
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10.72KB
06_Week_3/05_W3_V4-_Automated_Feature_Generation.mp4
26.61MB
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06_Week_3/05_W3_V4-_Automated_Feature_Generation.srt
20.91KB
06_Week_3/05_W3_V4-_Automated_Feature_Generation.txt
12.44KB
06_Week_3/06_W3_V5-_Knowledge_Engineering.mp4
24.2MB
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06_Week_3/06_W3_V5-_Knowledge_Engineering.pdf
198.49KB
06_Week_3/06_W3_V5-_Knowledge_Engineering.srt
19.38KB
06_Week_3/06_W3_V5-_Knowledge_Engineering.txt
11.62KB
07_Week_2/01_W2-_Intro_Video.mp4
1.68MB
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07_Week_2/01_W2-_Intro_Video.srt
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07_Week_2/01_W2-_Intro_Video.txt
352B
07_Week_2/02_W2-_V1-_Detector_Confidence.mp4
16.06MB
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07_Week_2/02_W2-_V1-_Detector_Confidence.pdf
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07_Week_2/02_W2-_V1-_Detector_Confidence.srt
11.4KB
07_Week_2/02_W2-_V1-_Detector_Confidence.txt
6.96KB
07_Week_2/03_W2-_V2-_Diagnostic_Metrics_part_1.mp4
17.67MB
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07_Week_2/03_W2-_V2-_Diagnostic_Metrics_part_1.srt
14.63KB
07_Week_2/03_W2-_V2-_Diagnostic_Metrics_part_1.txt
8.89KB
07_Week_2/04_W2_V3-_Diagnostic_Metrics_part_2.mp4
22.52MB
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07_Week_2/04_W2_V3-_Diagnostic_Metrics_part_2.srt
20.28KB
07_Week_2/04_W2_V3-_Diagnostic_Metrics_part_2.txt
12.26KB
07_Week_2/05_W2_V4-_Detector_Confidence_part_3.mp4
17.7MB
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14.19KB
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07_Week_2/06_W2_V5-_Detector_Confidence_part_4.mp4
14.14MB
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12.51KB
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7.76KB
07_Week_2/07_W2_V6-_Types_of_validity.mp4
9.56MB
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07_Week_2/07_W2_V6-_Types_of_validity.srt
8.49KB
07_Week_2/07_W2_V6-_Types_of_validity.txt
4.97KB
08_Week_1/01_Week_1_Introduction.mp4
1.39MB
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08_Week_1/01_Week_1_Introduction.srt
909B
08_Week_1/01_Week_1_Introduction.txt
545B
08_Week_1/02_W1_V1-_Big_Data_in_Education.mp4
18.97MB
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08_Week_1/02_W1_V1-_Big_Data_in_Education.pdf
194.89KB
08_Week_1/02_W1_V1-_Big_Data_in_Education.srt
12.37KB
08_Week_1/02_W1_V1-_Big_Data_in_Education.txt
7.52KB
08_Week_1/03_W1-_V2-_Regressors.mp4
20.11MB
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08_Week_1/03_W1-_V2-_Regressors.pdf
141.61KB
08_Week_1/03_W1-_V2-_Regressors.srt
15.37KB
08_Week_1/03_W1-_V2-_Regressors.txt
9.22KB
08_Week_1/04_W1-_V3-_Classifiers_Part_1.mp4
23.74MB
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08_Week_1/04_W1-_V3-_Classifiers_Part_1.pdf
144.46KB
08_Week_1/04_W1-_V3-_Classifiers_Part_1.srt
17.31KB
08_Week_1/04_W1-_V3-_Classifiers_Part_1.txt
10.41KB
08_Week_1/05_W1-_V4-_Classifiers_Part_2_-_RapidMiner_5.3.mp4
24.27MB
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08_Week_1/05_W1-_V4-_Classifiers_Part_2_-_RapidMiner_5.3.pdf
1.13MB
08_Week_1/05_W1-_V4-_Classifiers_Part_2_-_RapidMiner_5.3.srt
16.65KB
08_Week_1/05_W1-_V4-_Classifiers_Part_2_-_RapidMiner_5.3.txt
9.99KB
08_Week_1/06_W1-_V5-_Classifiers_Part_3.mp4
11.69MB
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08_Week_1/06_W1-_V5-_Classifiers_Part_3.pdf
634.82KB
08_Week_1/06_W1-_V5-_Classifiers_Part_3.srt
14.67KB
08_Week_1/06_W1-_V5-_Classifiers_Part_3.txt
8.93KB
08_Week_1/07_W1-_V6-_Case_Study_-_San_Pedro.mp4
13.81MB
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08_Week_1/07_W1-_V6-_Case_Study_-_San_Pedro.pdf
472.48KB
08_Week_1/07_W1-_V6-_Case_Study_-_San_Pedro.srt
19.6KB
08_Week_1/07_W1-_V6-_Case_Study_-_San_Pedro.txt
11.74KB