Text_Mining_and_Analytics-textanalytics-001

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种子哈希：e2c129491a3841bfac5d7b08b41ad79387132a23
文档大小：1.1 GB
文档个数：148个文档
下载次数：5179次
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收录时间：2017-02-09
最近下载：2025-05-15
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Text_Mining_and_Analytics-textanalytics-001的二维码

文档列表

00_01-Text_Mining_and_Analytics_00_08_15_.mp4 11.3 MB
00_01-Text_Mining_and_Analytics_00_08_15_.srt 8.8 kB
00_02-Course_Prerequisites_Completion_00_09_02_.mp4 13.3 MB
00_02-Course_Prerequisites_Completion_00_09_02_.srt 9.7 kB
01_01-1_1_Overview_Text_Mining_and_Analytics_Part_1_00_11_43_.mp4 16.7 MB
01_01-1_1_Overview_Text_Mining_and_Analytics_Part_1_00_11_43_.pdf 720.6 kB
01_01-1_1_Overview_Text_Mining_and_Analytics_Part_1_00_11_43_.srt 12.7 kB
01_02-1_2_Overview_Text_Mining_and_Analytics_Part_2_00_11_44_.mp4 16.4 MB
01_02-1_2_Overview_Text_Mining_and_Analytics_Part_2_00_11_44_.pdf 720.6 kB
01_02-1_2_Overview_Text_Mining_and_Analytics_Part_2_00_11_44_.srt 13.1 kB
01_03-1_3_Natural_Language_Content_Analysis_Part_1_00_12_48_.mp4 18.2 MB
01_03-1_3_Natural_Language_Content_Analysis_Part_1_00_12_48_.pdf 653.6 kB
01_03-1_3_Natural_Language_Content_Analysis_Part_1_00_12_48_.srt 14.8 kB
01_04-1_4_Natural_Language_Content_Analysis_Part_2_00_04_25_.mp4 6.5 MB
01_04-1_4_Natural_Language_Content_Analysis_Part_2_00_04_25_.pdf 653.6 kB
01_04-1_4_Natural_Language_Content_Analysis_Part_2_00_04_25_.srt 4.8 kB
01_05-1_5_Text_Representation_Part_1_00_10_46_.mp4 14.9 MB
01_05-1_5_Text_Representation_Part_1_00_10_46_.pdf 463.0 kB
01_05-1_5_Text_Representation_Part_1_00_10_46_.srt 11.9 kB
01_06-1_6_Text_Representation_Part_2_00_09_29_.mp4 14.1 MB
01_06-1_6_Text_Representation_Part_2_00_09_29_.pdf 463.0 kB
01_06-1_6_Text_Representation_Part_2_00_09_29_.srt 11.1 kB
01_07-1_7_Word_Association_Mining_and_Analysis_00_15_39_.mp4 22.6 MB
01_07-1_7_Word_Association_Mining_and_Analysis_00_15_39_.pdf 490.5 kB
01_07-1_7_Word_Association_Mining_and_Analysis_00_15_39_.srt 17.0 kB
01_08-1_8_Paradigmatic_Relation_Discovery_Part_1_00_14_31_.mp4 20.5 MB
01_08-1_8_Paradigmatic_Relation_Discovery_Part_1_00_14_31_.pdf 1.2 MB
01_08-1_8_Paradigmatic_Relation_Discovery_Part_1_00_14_31_.srt 16.3 kB
01_09-1_9_Paradigmatic_Relation_Discovery_Part_2_00_17_53_.mp4 24.9 MB
01_09-1_9_Paradigmatic_Relation_Discovery_Part_2_00_17_53_.pdf 1.2 MB
01_09-1_9_Paradigmatic_Relation_Discovery_Part_2_00_17_53_.srt 21.5 kB
01_10-1_10_Syntagmatic_Relation_Discovery_Entropy_00_11_00_.mp4 15.0 MB
01_10-1_10_Syntagmatic_Relation_Discovery_Entropy_00_11_00_.pdf 460.7 kB
01_10-1_10_Syntagmatic_Relation_Discovery_Entropy_00_11_00_.srt 12.5 kB
01_11-1_11_Syntagmatic_Relation_Discovery_Conditional_Entropy_00_11_57_.mp4 16.8 MB
01_11-1_11_Syntagmatic_Relation_Discovery_Conditional_Entropy_00_11_57_.pdf 487.0 kB
01_11-1_11_Syntagmatic_Relation_Discovery_Conditional_Entropy_00_11_57_.srt 13.6 kB
01_12-1_12_Syntagmatic_Relation_Discovery_Mutual_Information_Part_1_00_13_55_.mp4 19.9 MB
01_12-1_12_Syntagmatic_Relation_Discovery_Mutual_Information_Part_1_00_13_55_.srt 16.6 kB
01_13-1_13_Syntagmatic_Relation_Discovery_Mutual_Information_Part_2_00_09_42_.mp4 14.0 MB
01_13-1_13_Syntagmatic_Relation_Discovery_Mutual_Information_Part_2_00_09_42_.srt 11.8 kB
02_01-2_1_Topic_Mining_and_Analysis_Motivation_and_Task_Definition_00_07_36_.mp4 10.8 MB
02_01-2_1_Topic_Mining_and_Analysis_Motivation_and_Task_Definition_00_07_36_.pdf 670.4 kB
02_01-2_1_Topic_Mining_and_Analysis_Motivation_and_Task_Definition_00_07_36_.srt 9.2 kB
02_02-2_2_Topic_Mining_and_Analysis_Term_as_Topic_00_11_31_.mp4 16.0 MB
02_02-2_2_Topic_Mining_and_Analysis_Term_as_Topic_00_11_31_.pdf 481.2 kB
02_02-2_2_Topic_Mining_and_Analysis_Term_as_Topic_00_11_31_.srt 14.4 kB
02_03-2_3_Topic_Mining_and_Analysis_Probabilistic_Topic_Models_00_14_17_.mp4 20.1 MB
02_03-2_3_Topic_Mining_and_Analysis_Probabilistic_Topic_Models_00_14_17_.pdf 659.7 kB
02_03-2_3_Topic_Mining_and_Analysis_Probabilistic_Topic_Models_00_14_17_.srt 18.7 kB
02_04-2_4_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_1_00_10_25_.mp4 14.7 MB
02_04-2_4_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_1_00_10_25_.pdf 753.6 kB
02_04-2_4_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_1_00_10_25_.srt 12.8 kB
02_05-2_5_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_2_00_13_11_.mp4 18.4 MB
02_05-2_5_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_2_00_13_11_.pdf 753.6 kB
02_05-2_5_Probabilistic_Topic_Models_Overview_of_Statistical_Language_Models_Part_2_00_13_11_.srt 14.7 kB
02_06-2_6_Probabilistic_Topic_Models_Mining_One_Topic_00_12_21_.mp4 17.1 MB
02_06-2_6_Probabilistic_Topic_Models_Mining_One_Topic_00_12_21_.pdf 739.3 kB
02_06-2_6_Probabilistic_Topic_Models_Mining_One_Topic_00_12_21_.srt 14.1 kB
02_07-2_7_Probabilistic_Topic_Models_Mixture_of_Unigram_Language_Models_00_12_39_.mp4 17.7 MB
02_07-2_7_Probabilistic_Topic_Models_Mixture_of_Unigram_Language_Models_00_12_39_.pdf 672.6 kB
02_07-2_7_Probabilistic_Topic_Models_Mixture_of_Unigram_Language_Models_00_12_39_.srt 16.5 kB
02_08-2_8_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_1_00_10_16_.mp4 14.2 MB
02_08-2_8_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_1_00_10_16_.pdf 951.9 kB
02_08-2_8_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_1_00_10_16_.srt 12.9 kB
02_09-2_9_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_2_00_08_15_.mp4 11.9 MB
02_09-2_9_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_2_00_08_15_.pdf 951.9 kB
02_09-2_9_Probabilistic_Topic_Models_Mixture_Model_Estimation_Part_2_00_08_15_.srt 10.8 kB
02_10-2_10_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_1_00_11_05_.mp4 15.9 MB
02_10-2_10_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_1_00_11_05_.pdf 614.9 kB
02_10-2_10_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_1_00_11_05_.srt 13.3 kB
02_11-2_11_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_2_00_10_39_.mp4 15.4 MB
02_11-2_11_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_2_00_10_39_.pdf 614.9 kB
02_11-2_11_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_2_00_10_39_.srt 13.3 kB
02_12-2_12_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_3_00_06_25_.mp4 9.1 MB
02_12-2_12_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_3_00_06_25_.pdf 614.9 kB
02_12-2_12_Probabilistic_Topic_Models_Expectation_Maximization_Algorithm_Part_3_00_06_25_.srt 8.0 kB
02_13-2_13_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_1_00_10_38_.mp4 15.2 MB
02_13-2_13_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_1_00_10_38_.pdf 762.6 kB
02_13-2_13_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_1_00_10_38_.srt 14.6 kB
02_14-2_14_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_2_00_10_15_.mp4 14.4 MB
02_14-2_14_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_2_00_10_15_.pdf 762.6 kB
02_14-2_14_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_2_00_10_15_.srt 12.8 kB
02_15-2_15_Latent_Dirichlet_Allocation_LDA_Part_1_00_10_20_.mp4 15.0 MB
02_15-2_15_Latent_Dirichlet_Allocation_LDA_Part_1_00_10_20_.pdf 779.7 kB
02_15-2_15_Latent_Dirichlet_Allocation_LDA_Part_1_00_10_20_.srt 82 Bytes
02_16-2_16_Latent_Dirichlet_Allocation_LDA_Part_2_00_12_03_.mp4 17.4 MB
02_16-2_16_Latent_Dirichlet_Allocation_LDA_Part_2_00_12_03_.pdf 779.7 kB
03_01-3_1_Text_Clustering_Motivation_00_15_52_.mp4 21.6 MB
03_01-3_1_Text_Clustering_Motivation_00_15_52_.pdf 520.3 kB
03_02-3_2_Text_Clustering_Generative_Probabilistic_Models_Part_1_00_16_18_.mp4 22.9 MB
03_02-3_2_Text_Clustering_Generative_Probabilistic_Models_Part_1_00_16_18_.pdf 791.4 kB
03_03-3_3_Text_Clustering_Generative_Probabilistic_Models_Part_2_00_08_37_.mp4 13.1 MB
03_03-3_3_Text_Clustering_Generative_Probabilistic_Models_Part_2_00_08_37_.pdf 517.9 kB
03_04-3_4_Text_Clustering_Generative_Probabilistic_Models_Part_3_00_14_55_.mp4 21.0 MB
03_04-3_4_Text_Clustering_Generative_Probabilistic_Models_Part_3_00_14_55_.pdf 542.8 kB
03_05-3_5_Text_Clustering_Similarity_based_Approaches_00_17_48_.mp4 25.1 MB
03_05-3_5_Text_Clustering_Similarity_based_Approaches_00_17_48_.pdf 486.6 kB
03_06-3_6_Text_Clustering_Evaluation_00_10_11_.mp4 15.2 MB
03_06-3_6_Text_Clustering_Evaluation_00_10_11_.pdf 470.7 kB
03_07-3_7_Text_Categorization_Motivation_00_14_37_.mp4 21.4 MB
03_07-3_7_Text_Categorization_Motivation_00_14_37_.pdf 312.4 kB
03_08-3_8_Text_Categorization_Methods_00_11_50_.mp4 17.6 MB
03_08-3_8_Text_Categorization_Methods_00_11_50_.pdf 404.2 kB
03_09-3_9_Text_Categorization_Generative_Probabilistic_Models_00_31_18_.mp4 42.8 MB
03_09-3_9_Text_Categorization_Generative_Probabilistic_Models_00_31_18_.pdf 452.6 kB
03_10-3_10_Text_Categorization_Discriminative_Classifier_Part_1_00_20_34_.mp4 28.3 MB
03_10-3_10_Text_Categorization_Discriminative_Classifier_Part_1_00_20_34_.pdf 431.8 kB
03_11-3_11_Text_Categorization_Discriminative_Classifier_Part_2_00_31_46_.mp4 44.5 MB
03_11-3_11_Text_Categorization_Discriminative_Classifier_Part_2_00_31_46_.pdf 530.7 kB
03_12-3_12_Text_Categorization_Evaluation_Part_1_00_14_12_.mp4 20.1 MB
03_12-3_12_Text_Categorization_Evaluation_Part_1_00_14_12_.pdf 517.0 kB
03_13-3_13_Text_Categorization_Evaluation_Part_2_00_10_51_.mp4 15.3 MB
03_13-3_13_Text_Categorization_Evaluation_Part_2_00_10_51_.pdf 580.0 kB
04_01-4_1_Opinion_Mining_and_Sentiment_Analysis_Motivation_00_17_51_.mp4 25.0 MB
04_01-4_1_Opinion_Mining_and_Sentiment_Analysis_Motivation_00_17_51_.pdf 675.8 kB
04_01-4_1_Opinion_Mining_and_Sentiment_Analysis_Motivation_00_17_51_.srt 22.1 kB
04_02-4_2_Opinion_Mining_and_Sentiment_Analysis_Sentiment_Classification_00_11_47_.mp4 17.3 MB
04_02-4_2_Opinion_Mining_and_Sentiment_Analysis_Sentiment_Classification_00_11_47_.pdf 479.7 kB
04_02-4_2_Opinion_Mining_and_Sentiment_Analysis_Sentiment_Classification_00_11_47_.srt 15.1 kB
04_03-4_3_Opinion_Mining_and_Sentiment_Analysis_Ordinal_Logistic_Regression_00_13_43_.mp4 18.7 MB
04_03-4_3_Opinion_Mining_and_Sentiment_Analysis_Ordinal_Logistic_Regression_00_13_43_.pdf 488.2 kB
04_03-4_3_Opinion_Mining_and_Sentiment_Analysis_Ordinal_Logistic_Regression_00_13_43_.srt 16.4 kB
04_04-4_4_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_1_00_15_17_.mp4 22.5 MB
04_04-4_4_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_1_00_15_17_.pdf 780.1 kB
04_04-4_4_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_1_00_15_17_.srt 18.7 kB
04_05-4_5_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_2_00_14_43_.mp4 21.4 MB
04_05-4_5_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_2_00_14_43_.pdf 945.6 kB
04_05-4_5_Opinion_Mining_and_Sentiment_Analysis_Latent_Aspect_Rating_Analysis_Part_2_00_14_43_.srt 19.8 kB
04_06-4_6_Text_Based_Prediction_00_12_08_.mp4 16.9 MB
04_06-4_6_Text_Based_Prediction_00_12_08_.pdf 593.6 kB
04_06-4_6_Text_Based_Prediction_00_12_08_.srt 15.6 kB
04_07-4_7_Contextual_Text_Mining_Motivation_00_06_47_.mp4 10.3 MB
04_07-4_7_Contextual_Text_Mining_Motivation_00_06_47_.pdf 577.9 kB
04_07-4_7_Contextual_Text_Mining_Motivation_00_06_47_.srt 8.7 kB
04_08-4_8_Contextual_Text_Mining_Contextual_Probabilistic_Latent_Semantic_Analysis_00_17_59_.mp4 25.9 MB
04_08-4_8_Contextual_Text_Mining_Contextual_Probabilistic_Latent_Semantic_Analysis_00_17_59_.pdf 835.3 kB
04_08-4_8_Contextual_Text_Mining_Contextual_Probabilistic_Latent_Semantic_Analysis_00_17_59_.srt 22.1 kB
04_09-4_9_Contextual_Text_Mining_Mining_Topics_with_Social_Network_Context_00_14_43_.mp4 20.9 MB
04_09-4_9_Contextual_Text_Mining_Mining_Topics_with_Social_Network_Context_00_14_43_.pdf 599.8 kB
04_09-4_9_Contextual_Text_Mining_Mining_Topics_with_Social_Network_Context_00_14_43_.srt 17.4 kB
04_10-4_10_Contextual_Text_Mining_Mining_Casual_Topics_with_Time_Series_Supervision_00_19_37_.mp4 27.0 MB
04_10-4_10_Contextual_Text_Mining_Mining_Casual_Topics_with_Time_Series_Supervision_00_19_37_.pdf 773.2 kB
04_10-4_10_Contextual_Text_Mining_Mining_Casual_Topics_with_Time_Series_Supervision_00_19_37_.srt 25.8 kB
04_11-4_11_Course_Summary_00_18_36_.mp4 26.5 MB
04_11-4_11_Course_Summary_00_18_36_.pdf 501.0 kB
04_11-4_11_Course_Summary_00_18_36_.srt 23.7 kB
README 33 Bytes

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