Coursera Big Data in Education by Ryan Baker | B30C652E82F2232D02B5DCD84F95AAC318E45624

Coursera Big Data in Education by Ryan Baker

Name	[Coursera] Big Data in Education by Ryan Baker	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	865.7 MB
Total Files	200
Hash	B30C652E82F2232D02B5DCD84F95AAC318E45624

/01_Week_8/
01_W8-_Intro_Video.mp4	1.4 MB
01_W8-_Intro_Video.srt	0.8 KB
01_W8-_Intro_Video.txt	0.5 KB
02_W8_V1-_Discovery_with_Models.mp4	9.6 MB
02_W8_V1-_Discovery_with_Models.pdf	292.5 KB
02_W8_V1-_Discovery_with_Models.srt	12.9 KB
02_W8_V1-_Discovery_with_Models.txt	7.9 KB
03_W8_V2-_Discovery_with_Models_-_Case_Study.mp4	5.7 MB
03_W8_V2-_Discovery_with_Models_-_Case_Study.pdf	99.9 KB
03_W8_V2-_Discovery_with_Models_-_Case_Study.srt	7.9 KB
03_W8_V2-_Discovery_with_Models_-_Case_Study.txt	4.9 KB
04_W8_V3-_Text_Mining.mp4	8.7 MB
04_W8_V3-_Text_Mining.pdf	989.6 KB
04_W8_V3-_Text_Mining.srt	11.5 KB
04_W8_V3-_Text_Mining.txt	7.0 KB
05_W8_V4-_Hidden_Markov_Models.mp4	12.8 MB
05_W8_V4-_Hidden_Markov_Models.pdf	323.6 KB
05_W8_V4-_Hidden_Markov_Models.srt	17.9 KB
05_W8_V4-_Hidden_Markov_Models.txt	11.0 KB
06_W8_V5-_Conclusions_and_Further_Directions.mp4	8.8 MB
06_W8_V5-_Conclusions_and_Further_Directions.pdf	120.1 KB
06_W8_V5-_Conclusions_and_Further_Directions.srt	13.3 KB
06_W8_V5-_Conclusions_and_Further_Directions.txt	8.2 KB
/02_Week_7/
01_W7-_Intro_Video.mp4	1.2 MB
01_W7-_Intro_Video.srt	0.8 KB
01_W7-_Intro_Video.txt	0.5 KB
02_W7_V1-_Clustering.mp4	17.2 MB
02_W7_V1-_Clustering.pdf	482.0 KB
02_W7_V1-_Clustering.srt	25.4 KB
02_W7_V1-_Clustering.txt	15.3 KB
03_W7_V2-_Validation_and_Selection_of_K.mp4	7.1 MB
03_W7_V2-_Validation_and_Selection_of_K.pdf	75.7 KB
03_W7_V2-_Validation_and_Selection_of_K.srt	9.7 KB
03_W7_V2-_Validation_and_Selection_of_K.txt	5.9 KB
04_W7_V3-_Advanced_Clustering_Algorithms.mp4	9.3 MB
04_W7_V3-_Advanced_Clustering_Algorithms.pdf	548.2 KB
04_W7_V3-_Advanced_Clustering_Algorithms.srt	12.3 KB
04_W7_V3-_Advanced_Clustering_Algorithms.txt	7.6 KB
05_W7_V4-_Clustering_Examples.mp4	10.2 MB
05_W7_V4-_Clustering_Examples.pdf	1.1 MB
05_W7_V4-_Clustering_Examples.srt	13.7 KB
05_W7_V4-_Clustering_Examples.txt	8.4 KB
06_W7_V5-_Factor_Analysis.mp4	24.8 MB
06_W7_V5-_Factor_Analysis.pdf	125.5 KB
06_W7_V5-_Factor_Analysis.srt	31.4 KB
06_W7_V5-_Factor_Analysis.txt	18.9 KB
/03_Week_6/
01_W6-_Intro_Video.mp4	1.1 MB
01_W6-_Intro_Video.srt	0.6 KB
01_W6-_Intro_Video.txt	0.3 KB
02_W6_V1-_Learning_Curves.mp4	21.6 MB
02_W6_V1-_Learning_Curves.pdf	235.3 KB
02_W6_V1-_Learning_Curves.srt	15.4 KB
02_W6_V1-_Learning_Curves.txt	9.4 KB
03_W6_V2-_Moment_by_Moment_Learning_Graphs.mp4	15.9 MB
03_W6_V2-_Moment_by_Moment_Learning_Graphs.pdf	445.5 KB
03_W6_V2-_Moment_by_Moment_Learning_Graphs.srt	10.1 KB
03_W6_V2-_Moment_by_Moment_Learning_Graphs.txt	6.1 KB
04_W6_V3-_Scatter_Plots.mp4	22.9 MB
04_W6_V3-_Scatter_Plots.pdf	1.7 MB
04_W6_V3-_Scatter_Plots.srt	12.3 KB
04_W6_V3-_Scatter_Plots.txt	7.4 KB
05_W6_V4-_State_Space_Diagrams.mp4	11.7 MB
05_W6_V4-_State_Space_Diagrams.pdf	2.9 MB
05_W6_V4-_State_Space_Diagrams.srt	6.9 KB
05_W6_V4-_State_Space_Diagrams.txt	4.2 KB
06_W6_V5-_Other_Awesome_EDM_Visualizations.mp4	14.8 MB
06_W6_V5-_Other_Awesome_EDM_Visualizations.pdf	1.4 MB
06_W6_V5-_Other_Awesome_EDM_Visualizations.srt	9.4 KB
06_W6_V5-_Other_Awesome_EDM_Visualizations.txt	5.8 KB
/04_Week_5/
01_W5-_Intro_Video.mp4	1.1 MB
01_W5-_Intro_Video.srt	0.7 KB
01_W5-_Intro_Video.txt	0.4 KB
02_W5_V1-_Correlation_Mining.mp4	30.9 MB
02_W5_V1-_Correlation_Mining.pdf	208.6 KB
02_W5_V1-_Correlation_Mining.srt	22.5 KB
02_W5_V1-_Correlation_Mining.txt	13.5 KB
03_W5_V2-_Casual_Mining.mp4	23.3 MB
03_W5_V2-_Casual_Mining.pdf	469.0 KB
03_W5_V2-_Casual_Mining.srt	18.8 KB
03_W5_V2-_Casual_Mining.txt	11.5 KB
04_W5_V3-_Association_Rule_Mining.mp4	25.4 MB
04_W5_V3-_Association_Rule_Mining.pdf	254.6 KB
04_W5_V3-_Association_Rule_Mining.srt	19.0 KB
04_W5_V3-_Association_Rule_Mining.txt	11.4 KB
05_W5_V4-_Sequential_Pattern_Mining.mp4	16.4 MB
05_W5_V4-_Sequential_Pattern_Mining.pdf	113.8 KB
05_W5_V4-_Sequential_Pattern_Mining.srt	10.5 KB
05_W5_V4-_Sequential_Pattern_Mining.txt	6.4 KB
06_W5_V5-_Network_Analysis.mp4	22.7 MB
06_W5_V5-_Network_Analysis.pdf	376.2 KB
06_W5_V5-_Network_Analysis.srt	17.3 KB
06_W5_V5-_Network_Analysis.txt	10.3 KB
/05_Week_4/
01_W4-_Intro_Video.mp4	1.4 MB
01_W4-_Intro_Video.srt	0.8 KB
01_W4-_Intro_Video.txt	0.5 KB
02_W4_V1-_Knowledge_Inference.mp4	7.7 MB
02_W4_V1-_Knowledge_Inference.pdf	47.6 KB
02_W4_V1-_Knowledge_Inference.srt	5.7 KB
02_W4_V1-_Knowledge_Inference.txt	3.4 KB
03_W4_V2-_Bayesian_Knowledge_Tracing.mp4	30.5 MB
03_W4_V2-_Bayesian_Knowledge_Tracing.pdf	214.1 KB
03_W4_V2-_Bayesian_Knowledge_Tracing.srt	23.2 KB
03_W4_V2-_Bayesian_Knowledge_Tracing.txt	13.9 KB
04_W4_V3-_Performance_Factors_Analysis.mp4	21.9 MB
04_W4_V3-_Performance_Factors_Analysis.pdf	178.9 KB
04_W4_V3-_Performance_Factors_Analysis.srt	16.5 KB
04_W4_V3-_Performance_Factors_Analysis.txt	9.8 KB
05_W4_V4-_Item_Response_Theory.mp4	20.3 MB
05_W4_V4-_Item_Response_Theory.pdf	382.1 KB
05_W4_V4-_Item_Response_Theory.srt	15.4 KB
05_W4_V4-_Item_Response_Theory.txt	9.3 KB
06_W4_V5-_Advanced_BKT.mp4	49.5 MB
06_W4_V5-_Advanced_BKT.pdf	394.6 KB
06_W4_V5-_Advanced_BKT.srt	37.5 KB
06_W4_V5-_Advanced_BKT.txt	22.6 KB
07_W4_V6-_Q_Matrix.mp4	23.2 MB
07_W4_V6-_Q_Matrix.pdf	945.6 KB
07_W4_V6-_Q_Matrix.srt	17.3 KB
07_W4_V6-_Q_Matrix.txt	10.3 KB
08_W4_V7-_Other_Structures.mp4	21.1 MB
08_W4_V7-_Other_Structures.pdf	377.8 KB
08_W4_V7-_Other_Structures.srt	14.8 KB
08_W4_V7-_Other_Structures.txt	8.9 KB
/06_Week_3/
01_W3-_Intro_Video.mp4	985.5 KB
01_W3-_Intro_Video.srt	0.7 KB
01_W3-_Intro_Video.txt	0.4 KB
02_W3_V1-_Ground_Truth_for_Behavior_Detection.mp4	22.3 MB
02_W3_V1-_Ground_Truth_for_Behavior_Detection.pdf	399.4 KB
02_W3_V1-_Ground_Truth_for_Behavior_Detection.srt	17.4 KB
02_W3_V1-_Ground_Truth_for_Behavior_Detection.txt	10.5 KB
03_W3_V2-_Data_Synchronization_and_Grain_Sizes.mp4	19.4 MB
03_W3_V2-_Data_Synchronization_and_Grain_Sizes.pdf	74.3 KB
03_W3_V2-_Data_Synchronization_and_Grain_Sizes.srt	16.5 KB
03_W3_V2-_Data_Synchronization_and_Grain_Sizes.txt	10.1 KB
04_W3_V3-_Feature_Engineering.mp4	24.9 MB
04_W3_V3-_Feature_Engineering.pdf	514.2 KB
04_W3_V3-_Feature_Engineering.srt	18.4 KB
04_W3_V3-_Feature_Engineering.txt	11.0 KB
05_W3_V4-_Automated_Feature_Generation.mp4	27.9 MB
05_W3_V4-_Automated_Feature_Generation.pdf	90.2 KB
05_W3_V4-_Automated_Feature_Generation.srt	21.4 KB
05_W3_V4-_Automated_Feature_Generation.txt	12.7 KB
06_W3_V5-_Knowledge_Engineering.mp4	25.4 MB
06_W3_V5-_Knowledge_Engineering.pdf	203.3 KB
06_W3_V5-_Knowledge_Engineering.srt	19.8 KB
06_W3_V5-_Knowledge_Engineering.txt	11.9 KB
/07_Week_2/
01_W2-_Intro_Video.mp4	1.8 MB
01_W2-_Intro_Video.srt	0.6 KB
01_W2-_Intro_Video.txt	0.4 KB
02_W2-_V1-_Detector_Confidence.mp4	16.8 MB
02_W2-_V1-_Detector_Confidence.pdf	87.2 KB
02_W2-_V1-_Detector_Confidence.srt	11.7 KB
02_W2-_V1-_Detector_Confidence.txt	7.1 KB
03_W2-_V2-_Diagnostic_Metrics_part_1.mp4	18.5 MB
03_W2-_V2-_Diagnostic_Metrics_part_1.pdf	108.1 KB
03_W2-_V2-_Diagnostic_Metrics_part_1.srt	15.0 KB
03_W2-_V2-_Diagnostic_Metrics_part_1.txt	9.1 KB
04_W2_V3-_Diagnostic_Metrics_part_2.mp4	23.6 MB
04_W2_V3-_Diagnostic_Metrics_part_2.pdf	191.0 KB
04_W2_V3-_Diagnostic_Metrics_part_2.srt	20.8 KB
04_W2_V3-_Diagnostic_Metrics_part_2.txt	12.6 KB
05_W2_V4-_Detector_Confidence_part_3.mp4	18.6 MB
05_W2_V4-_Detector_Confidence_part_3.pdf	207.0 KB
05_W2_V4-_Detector_Confidence_part_3.srt	14.5 KB
05_W2_V4-_Detector_Confidence_part_3.txt	8.8 KB
06_W2_V5-_Detector_Confidence_part_4.mp4	14.8 MB
06_W2_V5-_Detector_Confidence_part_4.pdf	118.8 KB
06_W2_V5-_Detector_Confidence_part_4.srt	12.8 KB
06_W2_V5-_Detector_Confidence_part_4.txt	7.9 KB
07_W2_V6-_Types_of_validity.mp4	10.0 MB
07_W2_V6-_Types_of_validity.pdf	65.6 KB
07_W2_V6-_Types_of_validity.srt	8.7 KB
07_W2_V6-_Types_of_validity.txt	5.1 KB
/08_Week_1/
01_Week_1_Introduction.mp4	1.5 MB
01_Week_1_Introduction.srt	0.9 KB
01_Week_1_Introduction.txt	0.5 KB
02_W1_V1-_Big_Data_in_Education.mp4	19.9 MB
02_W1_V1-_Big_Data_in_Education.pdf	199.6 KB
02_W1_V1-_Big_Data_in_Education.srt	12.7 KB
02_W1_V1-_Big_Data_in_Education.txt	7.7 KB
03_W1-_V2-_Regressors.mp4	21.1 MB
03_W1-_V2-_Regressors.pdf	145.0 KB
03_W1-_V2-_Regressors.srt	15.7 KB
03_W1-_V2-_Regressors.txt	9.4 KB
04_W1-_V3-_Classifiers_Part_1.mp4	24.9 MB
04_W1-_V3-_Classifiers_Part_1.pdf	147.9 KB
04_W1-_V3-_Classifiers_Part_1.srt	17.7 KB
04_W1-_V3-_Classifiers_Part_1.txt	10.7 KB
05_W1-_V4-_Classifiers_Part_2_-_RapidMiner_5.3.mp4	25.4 MB
05_W1-_V4-_Classifiers_Part_2_-_RapidMiner_5.3.pdf	1.2 MB
05_W1-_V4-_Classifiers_Part_2_-_RapidMiner_5.3.srt	17.1 KB
05_W1-_V4-_Classifiers_Part_2_-_RapidMiner_5.3.txt	10.2 KB
06_W1-_V5-_Classifiers_Part_3.mp4	12.3 MB
06_W1-_V5-_Classifiers_Part_3.pdf	650.1 KB
06_W1-_V5-_Classifiers_Part_3.srt	15.0 KB
06_W1-_V5-_Classifiers_Part_3.txt	9.1 KB
07_W1-_V6-_Case_Study_-_San_Pedro.mp4	14.5 MB
07_W1-_V6-_Case_Study_-_San_Pedro.pdf	483.8 KB
07_W1-_V6-_Case_Study_-_San_Pedro.srt	20.1 KB
07_W1-_V6-_Case_Study_-_San_Pedro.txt	12.0 KB
Total files 200