| Path | Size |
| 00_01-Text_Mining_and_Analytics_00_08_15_.mp4 | 11.26MB |
| 00_01-Text_Mining_and_Analytics_00_08_15_.srt | 8.82kB |
| 00_02-Course_Prerequisites_Completion_00_09_02_.mp4 | 13.35MB |
| 00_02-Course_Prerequisites_Completion_00_09_02_.srt | 9.71kB |
| 01_01-1_1_Overview_Text_Mining_and_Analytics_Part_1_00_11_43_.mp4 | 16.72MB |
| 01_01-1_1_Overview_Text_Mining_and_Analytics_Part_1_00_11_43_.pdf | 720.57kB |
| 01_01-1_1_Overview_Text_Mining_and_Analytics_Part_1_00_11_43_.srt | 12.67kB |
| 01_02-1_2_Overview_Text_Mining_and_Analytics_Part_2_00_11_44_.mp4 | 16.45MB |
| 01_02-1_2_Overview_Text_Mining_and_Analytics_Part_2_00_11_44_.pdf | 720.57kB |
| 01_02-1_2_Overview_Text_Mining_and_Analytics_Part_2_00_11_44_.srt | 13.06kB |
| 01_03-1_3_Natural_Language_Content_Analysis_Part_1_00_12_48_.mp4 | 18.16MB |
| 01_03-1_3_Natural_Language_Content_Analysis_Part_1_00_12_48_.pdf | 653.58kB |
| 01_03-1_3_Natural_Language_Content_Analysis_Part_1_00_12_48_.srt | 14.81kB |
| 01_04-1_4_Natural_Language_Content_Analysis_Part_2_00_04_25_.mp4 | 6.53MB |
| 01_04-1_4_Natural_Language_Content_Analysis_Part_2_00_04_25_.pdf | 653.58kB |
| 01_04-1_4_Natural_Language_Content_Analysis_Part_2_00_04_25_.srt | 4.76kB |
| 01_05-1_5_Text_Representation_Part_1_00_10_46_.mp4 | 14.87MB |
| 01_05-1_5_Text_Representation_Part_1_00_10_46_.pdf | 462.99kB |
| 01_05-1_5_Text_Representation_Part_1_00_10_46_.srt | 11.87kB |
| 01_06-1_6_Text_Representation_Part_2_00_09_29_.mp4 | 14.11MB |
| 01_06-1_6_Text_Representation_Part_2_00_09_29_.pdf | 462.99kB |
| 01_06-1_6_Text_Representation_Part_2_00_09_29_.srt | 11.06kB |
| 01_07-1_7_Word_Association_Mining_and_Analysis_00_15_39_.mp4 | 22.60MB |
| 01_07-1_7_Word_Association_Mining_and_Analysis_00_15_39_.pdf | 490.53kB |
| 01_07-1_7_Word_Association_Mining_and_Analysis_00_15_39_.srt | 16.99kB |
| 01_08-1_8_Paradigmatic_Relation_Discovery_Part_1_00_14_31_.mp4 | 20.45MB |
| 01_08-1_8_Paradigmatic_Relation_Discovery_Part_1_00_14_31_.pdf | 1.24MB |
| 01_08-1_8_Paradigmatic_Relation_Discovery_Part_1_00_14_31_.srt | 16.31kB |
| 01_09-1_9_Paradigmatic_Relation_Discovery_Part_2_00_17_53_.mp4 | 24.88MB |
| 01_09-1_9_Paradigmatic_Relation_Discovery_Part_2_00_17_53_.pdf | 1.24MB |
| 01_09-1_9_Paradigmatic_Relation_Discovery_Part_2_00_17_53_.srt | 21.46kB |
| 01_10-1_10_Syntagmatic_Relation_Discovery_Entropy_00_11_00_.mp4 | 14.96MB |
| 01_10-1_10_Syntagmatic_Relation_Discovery_Entropy_00_11_00_.pdf | 460.73kB |
| 01_10-1_10_Syntagmatic_Relation_Discovery_Entropy_00_11_00_.srt | 12.53kB |
| 01_11-1_11_Syntagmatic_Relation_Discovery_Conditional_Entropy_00_11_57_.mp4 | 16.76MB |
| 01_11-1_11_Syntagmatic_Relation_Discovery_Conditional_Entropy_00_11_57_.pdf | 487.02kB |
| 01_11-1_11_Syntagmatic_Relation_Discovery_Conditional_Entropy_00_11_57_.srt | 13.65kB |
| 01_12-1_12_Syntagmatic_Relation_Discovery_Mutual_Information_Part_1_00_13_55_.mp4 | 19.87MB |
| 01_12-1_12_Syntagmatic_Relation_Discovery_Mutual_Information_Part_1_00_13_55_.srt | 16.56kB |
| 01_13-1_13_Syntagmatic_Relation_Discovery_Mutual_Information_Part_2_00_09_42_.mp4 | 14.04MB |
| 01_13-1_13_Syntagmatic_Relation_Discovery_Mutual_Information_Part_2_00_09_42_.srt | 11.81kB |
| 02_01-2_1_Topic_Mining_and_Analysis_Motivation_and_Task_Definition_00_07_36_.mp4 | 10.84MB |
| 02_01-2_1_Topic_Mining_and_Analysis_Motivation_and_Task_Definition_00_07_36_.pdf | 670.37kB |
| 02_01-2_1_Topic_Mining_and_Analysis_Motivation_and_Task_Definition_00_07_36_.srt | 9.24kB |
| 02_02-2_2_Topic_Mining_and_Analysis_Term_as_Topic_00_11_31_.mp4 | 15.97MB |
| 02_02-2_2_Topic_Mining_and_Analysis_Term_as_Topic_00_11_31_.pdf | 481.18kB |
| 02_02-2_2_Topic_Mining_and_Analysis_Term_as_Topic_00_11_31_.srt | 14.43kB |
| 02_03-2_3_Topic_Mining_and_Analysis_Probabilistic_Topic_Models_00_14_17_.mp4 | 20.06MB |
| 02_03-2_3_Topic_Mining_and_Analysis_Probabilistic_Topic_Models_00_14_17_.pdf | 659.65kB |
| 02_03-2_3_Topic_Mining_and_Analysis_Probabilistic_Topic_Models_00_14_17_.srt | 18.74kB |
| 02_04-2_4_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_1_00_10_25_.mp4 | 14.70MB |
| 02_04-2_4_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_1_00_10_25_.pdf | 753.60kB |
| 02_04-2_4_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_1_00_10_25_.srt | 12.82kB |
| 02_05-2_5_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_2_00_13_11_.mp4 | 18.42MB |
| 02_05-2_5_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_2_00_13_11_.pdf | 753.60kB |
| 02_05-2_5_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_2_00_13_11_.srt | 14.71kB |
| 02_06-2_6_Probabilistic_Topic_Models_Mining_One_Topic_00_12_21_.mp4 | 17.10MB |
| 02_06-2_6_Probabilistic_Topic_Models_Mining_One_Topic_00_12_21_.pdf | 739.29kB |
| 02_06-2_6_Probabilistic_Topic_Models_Mining_One_Topic_00_12_21_.srt | 14.07kB |
| 02_07-2_7_Probabilistic_Topic_Models_Mixture_of_Unigram_Language_Models_00_12_39_.mp4 | 17.68MB |
| 02_07-2_7_Probabilistic_Topic_Models_Mixture_of_Unigram_Language_Models_00_12_39_.pdf | 672.61kB |
| 02_07-2_7_Probabilistic_Topic_Models_Mixture_of_Unigram_Language_Models_00_12_39_.srt | 16.51kB |
| 02_08-2_8_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_1_00_10_16_.mp4 | 14.21MB |
| 02_08-2_8_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_1_00_10_16_.pdf | 951.88kB |
| 02_08-2_8_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_1_00_10_16_.srt | 12.87kB |
| 02_09-2_9_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_2_00_08_15_.mp4 | 11.94MB |
| 02_09-2_9_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_2_00_08_15_.pdf | 951.88kB |
| 02_09-2_9_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_2_00_08_15_.srt | 10.79kB |
| 02_10-2_10_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_1_00_11_05_.mp4 | 15.88MB |
| 02_10-2_10_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_1_00_11_05_.pdf | 614.95kB |
| 02_10-2_10_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_1_00_11_05_.srt | 13.31kB |
| 02_11-2_11_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_2_00_10_39_.mp4 | 15.37MB |
| 02_11-2_11_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_2_00_10_39_.pdf | 614.95kB |
| 02_11-2_11_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_2_00_10_39_.srt | 13.29kB |
| 02_12-2_12_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_3_00_06_25_.mp4 | 9.13MB |
| 02_12-2_12_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_3_00_06_25_.pdf | 614.95kB |
| 02_12-2_12_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_3_00_06_25_.srt | 7.95kB |
| 02_13-2_13_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_1_00_10_38_.mp4 | 15.23MB |
| 02_13-2_13_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_1_00_10_38_.pdf | 762.62kB |
| 02_13-2_13_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_1_00_10_38_.srt | 14.60kB |
| 02_14-2_14_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_2_00_10_15_.mp4 | 14.35MB |
| 02_14-2_14_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_2_00_10_15_.pdf | 762.62kB |
| 02_14-2_14_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_2_00_10_15_.srt | 12.83kB |
| 02_15-2_15_Latent_Dirichlet_Allocation_LDA_Part_1_00_10_20_.mp4 | 15.02MB |
| 02_15-2_15_Latent_Dirichlet_Allocation_LDA_Part_1_00_10_20_.pdf | 779.65kB |
| 02_15-2_15_Latent_Dirichlet_Allocation_LDA_Part_1_00_10_20_.srt | 0.08kB |
| 02_16-2_16_Latent_Dirichlet_Allocation_LDA_Part_2_00_12_03_.mp4 | 17.36MB |
| 02_16-2_16_Latent_Dirichlet_Allocation_LDA_Part_2_00_12_03_.pdf | 779.65kB |
| 03_01-3_1_Text_Clustering_Motivation_00_15_52_.mp4 | 21.65MB |
| 03_01-3_1_Text_Clustering_Motivation_00_15_52_.pdf | 520.26kB |
| 03_02-3_2_Text_Clustering_Generative_Probabilistic_Models_Part_1_00_16_18_.mp4 | 22.95MB |
| 03_02-3_2_Text_Clustering_Generative_Probabilistic_Models_Part_1_00_16_18_.pdf | 791.42kB |
| 03_03-3_3_Text_Clustering_Generative_Probabilistic_Models_Part_2_00_08_37_.mp4 | 13.14MB |
| 03_03-3_3_Text_Clustering_Generative_Probabilistic_Models_Part_2_00_08_37_.pdf | 517.88kB |
| 03_04-3_4_Text_Clustering_Generative_Probabilistic_Models_Part_3_00_14_55_.mp4 | 20.96MB |
| 03_04-3_4_Text_Clustering_Generative_Probabilistic_Models_Part_3_00_14_55_.pdf | 542.79kB |
| 03_05-3_5_Text_Clustering_Similarity_based_Approaches_00_17_48_.mp4 | 25.07MB |
| 03_05-3_5_Text_Clustering_Similarity_based_Approaches_00_17_48_.pdf | 486.58kB |
| 03_06-3_6_Text_Clustering_Evaluation_00_10_11_.mp4 | 15.23MB |
| 03_06-3_6_Text_Clustering_Evaluation_00_10_11_.pdf | 470.74kB |
| 03_07-3_7_Text_Categorization_Motivation_00_14_37_.mp4 | 21.43MB |
| 03_07-3_7_Text_Categorization_Motivation_00_14_37_.pdf | 312.39kB |
| 03_08-3_8_Text_Categorization_Methods_00_11_50_.mp4 | 17.59MB |
| 03_08-3_8_Text_Categorization_Methods_00_11_50_.pdf | 404.23kB |
| 03_09-3_9_Text_Categorization_Generative_Probabilistic_Models_00_31_18_.mp4 | 42.84MB |
| 03_09-3_9_Text_Categorization_Generative_Probabilistic_Models_00_31_18_.pdf | 452.64kB |
| 03_10-3_10_Text_Categorization_Discriminative_Classifier_Part_1_00_20_34_.mp4 | 28.33MB |
| 03_10-3_10_Text_Categorization_Discriminative_Classifier_Part_1_00_20_34_.pdf | 431.76kB |
| 03_11-3_11_Text_Categorization_Discriminative_Classifier_Part_2_00_31_46_.mp4 | 44.53MB |
| 03_11-3_11_Text_Categorization_Discriminative_Classifier_Part_2_00_31_46_.pdf | 530.70kB |
| 03_12-3_12_Text_Categorization_Evaluation_Part_1_00_14_12_.mp4 | 20.08MB |
| 03_12-3_12_Text_Categorization_Evaluation_Part_1_00_14_12_.pdf | 517.01kB |
| 03_13-3_13_Text_Categorization_Evaluation_Part_2_00_10_51_.mp4 | 15.33MB |
| 03_13-3_13_Text_Categorization_Evaluation_Part_2_00_10_51_.pdf | 580.04kB |
| 04_01-4_1_Opinion_Mining_and_Sentiment_Analysis_Motivation_00_17_51_.mp4 | 25.04MB |
| 04_01-4_1_Opinion_Mining_and_Sentiment_Analysis_Motivation_00_17_51_.pdf | 675.78kB |
| 04_01-4_1_Opinion_Mining_and_Sentiment_Analysis_Motivation_00_17_51_.srt | 22.10kB |
| 04_02-4_2_Opinion_Mining_and_Sentiment_Analysis_Sentiment_Classification_00_11_47_.mp4 | 17.26MB |
| 04_02-4_2_Opinion_Mining_and_Sentiment_Analysis_Sentiment_Classification_00_11_47_.pdf | 479.74kB |
| 04_02-4_2_Opinion_Mining_and_Sentiment_Analysis_Sentiment_Classification_00_11_47_.srt | 15.06kB |
| 04_03-4_3_Opinion_Mining_and_Sentiment_Analysis_Ordinal_Logistic_Regression_00_13_43_.mp4 | 18.72MB |
| 04_03-4_3_Opinion_Mining_and_Sentiment_Analysis_Ordinal_Logistic_Regression_00_13_43_.pdf | 488.20kB |
| 04_03-4_3_Opinion_Mining_and_Sentiment_Analysis_Ordinal_Logistic_Regression_00_13_43_.srt | 16.42kB |
| 04_04-4_4_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_1_00_15_17_.mp4 | 22.52MB |
| 04_04-4_4_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_1_00_15_17_.pdf | 780.14kB |
| 04_04-4_4_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_1_00_15_17_.srt | 18.71kB |
| 04_05-4_5_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_2_00_14_43_.mp4 | 21.44MB |
| 04_05-4_5_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_2_00_14_43_.pdf | 945.56kB |
| 04_05-4_5_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_2_00_14_43_.srt | 19.81kB |
| 04_06-4_6_Text_Based_Prediction_00_12_08_.mp4 | 16.95MB |
| 04_06-4_6_Text_Based_Prediction_00_12_08_.pdf | 593.60kB |
| 04_06-4_6_Text_Based_Prediction_00_12_08_.srt | 15.58kB |
| 04_07-4_7_Contextual_Text_Mining_Motivation_00_06_47_.mp4 | 10.33MB |
| 04_07-4_7_Contextual_Text_Mining_Motivation_00_06_47_.pdf | 577.92kB |
| 04_07-4_7_Contextual_Text_Mining_Motivation_00_06_47_.srt | 8.75kB |
| 04_08-4_8_Contextual_Text_Mining_Contextual_Probabilistic_Latent_Semantic_Analysis_00_17_59_.mp4 | 25.87MB |
| 04_08-4_8_Contextual_Text_Mining_Contextual_Probabilistic_Latent_Semantic_Analysis_00_17_59_.pdf | 835.35kB |
| 04_08-4_8_Contextual_Text_Mining_Contextual_Probabilistic_Latent_Semantic_Analysis_00_17_59_.srt | 22.09kB |
| 04_09-4_9_Contextual_Text_Mining_Mining_Topics_with_Social_Network_Context_00_14_43_.mp4 | 20.93MB |
| 04_09-4_9_Contextual_Text_Mining_Mining_Topics_with_Social_Network_Context_00_14_43_.pdf | 599.84kB |
| 04_09-4_9_Contextual_Text_Mining_Mining_Topics_with_Social_Network_Context_00_14_43_.srt | 17.40kB |
| 04_10-4_10_Contextual_Text_Mining_Mining_Casual_Topics_with_Time_Series_Supervision_00_19_37_.mp4 | 27.05MB |
| 04_10-4_10_Contextual_Text_Mining_Mining_Casual_Topics_with_Time_Series_Supervision_00_19_37_.pdf | 773.16kB |
| 04_10-4_10_Contextual_Text_Mining_Mining_Casual_Topics_with_Time_Series_Supervision_00_19_37_.srt | 25.76kB |
| 04_11-4_11_Course_Summary_00_18_36_.mp4 | 26.52MB |
| 04_11-4_11_Course_Summary_00_18_36_.pdf | 500.97kB |
| 04_11-4_11_Course_Summary_00_18_36_.srt | 23.72kB |
| README | 0.03kB |
sunayanaa
Text_Mining_and_Analytics-textanalytics-001 (148 files)
README 
