[Coursera ] Text Mining and Analytics
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00_01-Text_Mining_and_Analytics_00_08_15_.mp411.26MB
00_01-Text_Mining_and_Analytics_00_08_15_.srt8.82kB
00_02-Course_Prerequisites_Completion_00_09_02_.mp413.35MB
00_02-Course_Prerequisites_Completion_00_09_02_.srt9.71kB
01_01-1_1_Overview_Text_Mining_and_Analytics_Part_1_00_11_43_.mp416.72MB
01_01-1_1_Overview_Text_Mining_and_Analytics_Part_1_00_11_43_.pdf720.57kB
01_01-1_1_Overview_Text_Mining_and_Analytics_Part_1_00_11_43_.srt12.67kB
01_02-1_2_Overview_Text_Mining_and_Analytics_Part_2_00_11_44_.mp416.45MB
01_02-1_2_Overview_Text_Mining_and_Analytics_Part_2_00_11_44_.pdf720.57kB
01_02-1_2_Overview_Text_Mining_and_Analytics_Part_2_00_11_44_.srt13.06kB
01_03-1_3_Natural_Language_Content_Analysis_Part_1_00_12_48_.mp418.16MB
01_03-1_3_Natural_Language_Content_Analysis_Part_1_00_12_48_.pdf653.58kB
01_03-1_3_Natural_Language_Content_Analysis_Part_1_00_12_48_.srt14.81kB
01_04-1_4_Natural_Language_Content_Analysis_Part_2_00_04_25_.mp46.53MB
01_04-1_4_Natural_Language_Content_Analysis_Part_2_00_04_25_.pdf653.58kB
01_04-1_4_Natural_Language_Content_Analysis_Part_2_00_04_25_.srt4.76kB
01_05-1_5_Text_Representation_Part_1_00_10_46_.mp414.87MB
01_05-1_5_Text_Representation_Part_1_00_10_46_.pdf462.99kB
01_05-1_5_Text_Representation_Part_1_00_10_46_.srt11.87kB
01_06-1_6_Text_Representation_Part_2_00_09_29_.mp414.11MB
01_06-1_6_Text_Representation_Part_2_00_09_29_.pdf462.99kB
01_06-1_6_Text_Representation_Part_2_00_09_29_.srt11.06kB
01_07-1_7_Word_Association_Mining_and_Analysis_00_15_39_.mp422.60MB
01_07-1_7_Word_Association_Mining_and_Analysis_00_15_39_.pdf490.53kB
01_07-1_7_Word_Association_Mining_and_Analysis_00_15_39_.srt16.99kB
01_08-1_8_Paradigmatic_Relation_Discovery_Part_1_00_14_31_.mp420.45MB
01_08-1_8_Paradigmatic_Relation_Discovery_Part_1_00_14_31_.pdf1.24MB
01_08-1_8_Paradigmatic_Relation_Discovery_Part_1_00_14_31_.srt16.31kB
01_09-1_9_Paradigmatic_Relation_Discovery_Part_2_00_17_53_.mp424.88MB
01_09-1_9_Paradigmatic_Relation_Discovery_Part_2_00_17_53_.pdf1.24MB
01_09-1_9_Paradigmatic_Relation_Discovery_Part_2_00_17_53_.srt21.46kB
01_10-1_10_Syntagmatic_Relation_Discovery_Entropy_00_11_00_.mp414.96MB
01_10-1_10_Syntagmatic_Relation_Discovery_Entropy_00_11_00_.pdf460.73kB
01_10-1_10_Syntagmatic_Relation_Discovery_Entropy_00_11_00_.srt12.53kB
01_11-1_11_Syntagmatic_Relation_Discovery_Conditional_Entropy_00_11_57_.mp416.76MB
01_11-1_11_Syntagmatic_Relation_Discovery_Conditional_Entropy_00_11_57_.pdf487.02kB
01_11-1_11_Syntagmatic_Relation_Discovery_Conditional_Entropy_00_11_57_.srt13.65kB
01_12-1_12_Syntagmatic_Relation_Discovery_Mutual_Information_Part_1_00_13_55_.mp419.87MB
01_12-1_12_Syntagmatic_Relation_Discovery_Mutual_Information_Part_1_00_13_55_.srt16.56kB
01_13-1_13_Syntagmatic_Relation_Discovery_Mutual_Information_Part_2_00_09_42_.mp414.04MB
01_13-1_13_Syntagmatic_Relation_Discovery_Mutual_Information_Part_2_00_09_42_.srt11.81kB
02_01-2_1_Topic_Mining_and_Analysis_Motivation_and_Task_Definition_00_07_36_.mp410.84MB
02_01-2_1_Topic_Mining_and_Analysis_Motivation_and_Task_Definition_00_07_36_.pdf670.37kB
02_01-2_1_Topic_Mining_and_Analysis_Motivation_and_Task_Definition_00_07_36_.srt9.24kB
02_02-2_2_Topic_Mining_and_Analysis_Term_as_Topic_00_11_31_.mp415.97MB
02_02-2_2_Topic_Mining_and_Analysis_Term_as_Topic_00_11_31_.pdf481.18kB
02_02-2_2_Topic_Mining_and_Analysis_Term_as_Topic_00_11_31_.srt14.43kB
02_03-2_3_Topic_Mining_and_Analysis_Probabilistic_Topic_Models_00_14_17_.mp420.06MB
02_03-2_3_Topic_Mining_and_Analysis_Probabilistic_Topic_Models_00_14_17_.pdf659.65kB
02_03-2_3_Topic_Mining_and_Analysis_Probabilistic_Topic_Models_00_14_17_.srt18.74kB
02_04-2_4_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_1_00_10_25_.mp414.70MB
02_04-2_4_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_1_00_10_25_.pdf753.60kB
02_04-2_4_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_1_00_10_25_.srt12.82kB
02_05-2_5_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_2_00_13_11_.mp418.42MB
02_05-2_5_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_2_00_13_11_.pdf753.60kB
02_05-2_5_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_2_00_13_11_.srt14.71kB
02_06-2_6_Probabilistic_Topic_Models_Mining_One_Topic_00_12_21_.mp417.10MB
02_06-2_6_Probabilistic_Topic_Models_Mining_One_Topic_00_12_21_.pdf739.29kB
02_06-2_6_Probabilistic_Topic_Models_Mining_One_Topic_00_12_21_.srt14.07kB
02_07-2_7_Probabilistic_Topic_Models_Mixture_of_Unigram_Language_Models_00_12_39_.mp417.68MB
02_07-2_7_Probabilistic_Topic_Models_Mixture_of_Unigram_Language_Models_00_12_39_.pdf672.61kB
02_07-2_7_Probabilistic_Topic_Models_Mixture_of_Unigram_Language_Models_00_12_39_.srt16.51kB
02_08-2_8_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_1_00_10_16_.mp414.21MB
02_08-2_8_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_1_00_10_16_.pdf951.88kB
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02_09-2_9_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_2_00_08_15_.mp411.94MB
02_09-2_9_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_2_00_08_15_.pdf951.88kB
02_09-2_9_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_2_00_08_15_.srt10.79kB
02_10-2_10_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_1_00_11_05_.mp415.88MB
02_10-2_10_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_1_00_11_05_.pdf614.95kB
02_10-2_10_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_1_00_11_05_.srt13.31kB
02_11-2_11_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_2_00_10_39_.mp415.37MB
02_11-2_11_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_2_00_10_39_.pdf614.95kB
02_11-2_11_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_2_00_10_39_.srt13.29kB
02_12-2_12_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_3_00_06_25_.mp49.13MB
02_12-2_12_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_3_00_06_25_.pdf614.95kB
02_12-2_12_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_3_00_06_25_.srt7.95kB
02_13-2_13_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_1_00_10_38_.mp415.23MB
02_13-2_13_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_1_00_10_38_.pdf762.62kB
02_13-2_13_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_1_00_10_38_.srt14.60kB
02_14-2_14_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_2_00_10_15_.mp414.35MB
02_14-2_14_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_2_00_10_15_.pdf762.62kB
02_14-2_14_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_2_00_10_15_.srt12.83kB
02_15-2_15_Latent_Dirichlet_Allocation_LDA_Part_1_00_10_20_.mp415.02MB
02_15-2_15_Latent_Dirichlet_Allocation_LDA_Part_1_00_10_20_.pdf779.65kB
02_15-2_15_Latent_Dirichlet_Allocation_LDA_Part_1_00_10_20_.srt0.08kB
02_16-2_16_Latent_Dirichlet_Allocation_LDA_Part_2_00_12_03_.mp417.36MB
02_16-2_16_Latent_Dirichlet_Allocation_LDA_Part_2_00_12_03_.pdf779.65kB
03_01-3_1_Text_Clustering_Motivation_00_15_52_.mp421.65MB
03_01-3_1_Text_Clustering_Motivation_00_15_52_.pdf520.26kB
03_02-3_2_Text_Clustering_Generative_Probabilistic_Models_Part_1_00_16_18_.mp422.95MB
03_02-3_2_Text_Clustering_Generative_Probabilistic_Models_Part_1_00_16_18_.pdf791.42kB
03_03-3_3_Text_Clustering_Generative_Probabilistic_Models_Part_2_00_08_37_.mp413.14MB
03_03-3_3_Text_Clustering_Generative_Probabilistic_Models_Part_2_00_08_37_.pdf517.88kB
03_04-3_4_Text_Clustering_Generative_Probabilistic_Models_Part_3_00_14_55_.mp420.96MB
03_04-3_4_Text_Clustering_Generative_Probabilistic_Models_Part_3_00_14_55_.pdf542.79kB
03_05-3_5_Text_Clustering_Similarity_based_Approaches_00_17_48_.mp425.07MB
03_05-3_5_Text_Clustering_Similarity_based_Approaches_00_17_48_.pdf486.58kB
03_06-3_6_Text_Clustering_Evaluation_00_10_11_.mp415.23MB
03_06-3_6_Text_Clustering_Evaluation_00_10_11_.pdf470.74kB
03_07-3_7_Text_Categorization_Motivation_00_14_37_.mp421.43MB
03_07-3_7_Text_Categorization_Motivation_00_14_37_.pdf312.39kB
03_08-3_8_Text_Categorization_Methods_00_11_50_.mp417.59MB
03_08-3_8_Text_Categorization_Methods_00_11_50_.pdf404.23kB
03_09-3_9_Text_Categorization_Generative_Probabilistic_Models_00_31_18_.mp442.84MB
03_09-3_9_Text_Categorization_Generative_Probabilistic_Models_00_31_18_.pdf452.64kB
03_10-3_10_Text_Categorization_Discriminative_Classifier_Part_1_00_20_34_.mp428.33MB
03_10-3_10_Text_Categorization_Discriminative_Classifier_Part_1_00_20_34_.pdf431.76kB
03_11-3_11_Text_Categorization_Discriminative_Classifier_Part_2_00_31_46_.mp444.53MB
03_11-3_11_Text_Categorization_Discriminative_Classifier_Part_2_00_31_46_.pdf530.70kB
03_12-3_12_Text_Categorization_Evaluation_Part_1_00_14_12_.mp420.08MB
03_12-3_12_Text_Categorization_Evaluation_Part_1_00_14_12_.pdf517.01kB
03_13-3_13_Text_Categorization_Evaluation_Part_2_00_10_51_.mp415.33MB
03_13-3_13_Text_Categorization_Evaluation_Part_2_00_10_51_.pdf580.04kB
04_01-4_1_Opinion_Mining_and_Sentiment_Analysis_Motivation_00_17_51_.mp425.04MB
04_01-4_1_Opinion_Mining_and_Sentiment_Analysis_Motivation_00_17_51_.pdf675.78kB
04_01-4_1_Opinion_Mining_and_Sentiment_Analysis_Motivation_00_17_51_.srt22.10kB
04_02-4_2_Opinion_Mining_and_Sentiment_Analysis_Sentiment_Classification_00_11_47_.mp417.26MB
04_02-4_2_Opinion_Mining_and_Sentiment_Analysis_Sentiment_Classification_00_11_47_.pdf479.74kB
04_02-4_2_Opinion_Mining_and_Sentiment_Analysis_Sentiment_Classification_00_11_47_.srt15.06kB
04_03-4_3_Opinion_Mining_and_Sentiment_Analysis_Ordinal_Logistic_Regression_00_13_43_.mp418.72MB
04_03-4_3_Opinion_Mining_and_Sentiment_Analysis_Ordinal_Logistic_Regression_00_13_43_.pdf488.20kB
04_03-4_3_Opinion_Mining_and_Sentiment_Analysis_Ordinal_Logistic_Regression_00_13_43_.srt16.42kB
04_04-4_4_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_1_00_15_17_.mp422.52MB
04_04-4_4_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_1_00_15_17_.pdf780.14kB
04_04-4_4_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_1_00_15_17_.srt18.71kB
04_05-4_5_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_2_00_14_43_.mp421.44MB
04_05-4_5_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_2_00_14_43_.pdf945.56kB
04_05-4_5_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_2_00_14_43_.srt19.81kB
04_06-4_6_Text_Based_Prediction_00_12_08_.mp416.95MB
04_06-4_6_Text_Based_Prediction_00_12_08_.pdf593.60kB
04_06-4_6_Text_Based_Prediction_00_12_08_.srt15.58kB
04_07-4_7_Contextual_Text_Mining_Motivation_00_06_47_.mp410.33MB
04_07-4_7_Contextual_Text_Mining_Motivation_00_06_47_.pdf577.92kB
04_07-4_7_Contextual_Text_Mining_Motivation_00_06_47_.srt8.75kB
04_08-4_8_Contextual_Text_Mining_Contextual_Probabilistic_Latent_Semantic_Analysis_00_17_59_.mp425.87MB
04_08-4_8_Contextual_Text_Mining_Contextual_Probabilistic_Latent_Semantic_Analysis_00_17_59_.pdf835.35kB
04_08-4_8_Contextual_Text_Mining_Contextual_Probabilistic_Latent_Semantic_Analysis_00_17_59_.srt22.09kB
04_09-4_9_Contextual_Text_Mining_Mining_Topics_with_Social_Network_Context_00_14_43_.mp420.93MB
04_09-4_9_Contextual_Text_Mining_Mining_Topics_with_Social_Network_Context_00_14_43_.pdf599.84kB
04_09-4_9_Contextual_Text_Mining_Mining_Topics_with_Social_Network_Context_00_14_43_.srt17.40kB
04_10-4_10_Contextual_Text_Mining_Mining_Casual_Topics_with_Time_Series_Supervision_00_19_37_.mp427.05MB
04_10-4_10_Contextual_Text_Mining_Mining_Casual_Topics_with_Time_Series_Supervision_00_19_37_.pdf773.16kB
04_10-4_10_Contextual_Text_Mining_Mining_Casual_Topics_with_Time_Series_Supervision_00_19_37_.srt25.76kB
04_11-4_11_Course_Summary_00_18_36_.mp426.52MB
04_11-4_11_Course_Summary_00_18_36_.pdf500.97kB
04_11-4_11_Course_Summary_00_18_36_.srt23.72kB
README0.03kB
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