Text Mining and Analytics textanalytics 001 | E2C129491A3841BFAC5D7B08B41AD79387132A23

Text Mining and Analytics textanalytics 001

Name	Text_Mining_and_Analytics-textanalytics-001	DOWNLOAD Copy Link
Total Size	1.1 GB
Total Files	148
Last Seen	2024-11-06 23:35
Hash	E2C129491A3841BFAC5D7B08B41AD79387132A23

/
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	0.1 KB
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	0.0 KB
Total files 148