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| 00_01-Text_Mining_and_Analytics_00_08_15_.mp4 |
10.74Мб |
| 00_01-Text_Mining_and_Analytics_00_08_15_.srt |
8.62Кб |
| 00_02-Course_Prerequisites_Completion_00_09_02_.mp4 |
12.73Мб |
| 00_02-Course_Prerequisites_Completion_00_09_02_.srt |
9.48Кб |
| 01_01-1_1_Overview_Text_Mining_and_Analytics_Part_1_00_11_43_.mp4 |
15.95Мб |
| 01_01-1_1_Overview_Text_Mining_and_Analytics_Part_1_00_11_43_.pdf |
703.68Кб |
| 01_01-1_1_Overview_Text_Mining_and_Analytics_Part_1_00_11_43_.srt |
12.37Кб |
| 01_02-1_2_Overview_Text_Mining_and_Analytics_Part_2_00_11_44_.mp4 |
15.68Мб |
| 01_02-1_2_Overview_Text_Mining_and_Analytics_Part_2_00_11_44_.pdf |
703.68Кб |
| 01_02-1_2_Overview_Text_Mining_and_Analytics_Part_2_00_11_44_.srt |
12.76Кб |
| 01_03-1_3_Natural_Language_Content_Analysis_Part_1_00_12_48_.mp4 |
17.31Мб |
| 01_03-1_3_Natural_Language_Content_Analysis_Part_1_00_12_48_.pdf |
638.27Кб |
| 01_03-1_3_Natural_Language_Content_Analysis_Part_1_00_12_48_.srt |
14.47Кб |
| 01_04-1_4_Natural_Language_Content_Analysis_Part_2_00_04_25_.mp4 |
6.22Мб |
| 01_04-1_4_Natural_Language_Content_Analysis_Part_2_00_04_25_.pdf |
638.27Кб |
| 01_04-1_4_Natural_Language_Content_Analysis_Part_2_00_04_25_.srt |
4.65Кб |
| 01_05-1_5_Text_Representation_Part_1_00_10_46_.mp4 |
14.18Мб |
| 01_05-1_5_Text_Representation_Part_1_00_10_46_.pdf |
452.14Кб |
| 01_05-1_5_Text_Representation_Part_1_00_10_46_.srt |
11.59Кб |
| 01_06-1_6_Text_Representation_Part_2_00_09_29_.mp4 |
13.45Мб |
| 01_06-1_6_Text_Representation_Part_2_00_09_29_.pdf |
452.14Кб |
| 01_06-1_6_Text_Representation_Part_2_00_09_29_.srt |
10.80Кб |
| 01_07-1_7_Word_Association_Mining_and_Analysis_00_15_39_.mp4 |
21.56Мб |
| 01_07-1_7_Word_Association_Mining_and_Analysis_00_15_39_.pdf |
479.04Кб |
| 01_07-1_7_Word_Association_Mining_and_Analysis_00_15_39_.srt |
16.59Кб |
| 01_08-1_8_Paradigmatic_Relation_Discovery_Part_1_00_14_31_.mp4 |
19.51Мб |
| 01_08-1_8_Paradigmatic_Relation_Discovery_Part_1_00_14_31_.pdf |
1.18Мб |
| 01_08-1_8_Paradigmatic_Relation_Discovery_Part_1_00_14_31_.srt |
15.93Кб |
| 01_09-1_9_Paradigmatic_Relation_Discovery_Part_2_00_17_53_.mp4 |
23.72Мб |
| 01_09-1_9_Paradigmatic_Relation_Discovery_Part_2_00_17_53_.pdf |
1.18Мб |
| 01_09-1_9_Paradigmatic_Relation_Discovery_Part_2_00_17_53_.srt |
20.96Кб |
| 01_10-1_10_Syntagmatic_Relation_Discovery_Entropy_00_11_00_.mp4 |
14.26Мб |
| 01_10-1_10_Syntagmatic_Relation_Discovery_Entropy_00_11_00_.pdf |
449.93Кб |
| 01_10-1_10_Syntagmatic_Relation_Discovery_Entropy_00_11_00_.srt |
12.24Кб |
| 01_11-1_11_Syntagmatic_Relation_Discovery_Conditional_Entropy_00_11_57_.mp4 |
15.99Мб |
| 01_11-1_11_Syntagmatic_Relation_Discovery_Conditional_Entropy_00_11_57_.pdf |
475.60Кб |
| 01_11-1_11_Syntagmatic_Relation_Discovery_Conditional_Entropy_00_11_57_.srt |
13.33Кб |
| 01 12-1 12 Syntagmatic Relation Discovery Mutual Information Part 1 00 13 55 mp4 |
18.95Мб |
| 01 12-1 12 Syntagmatic Relation Discovery Mutual Information Part 1 00 13 55 srt |
16.17Кб |
| 01 13-1 13 Syntagmatic Relation Discovery Mutual Information Part 2 00 09 42 mp4 |
13.39Мб |
| 01 13-1 13 Syntagmatic Relation Discovery Mutual Information Part 2 00 09 42 srt |
11.53Кб |
| 02 01-2 1 Topic Mining and Analysis Motivation and Task Definition 00 07 36 mp4 |
10.33Мб |
| 02 01-2 1 Topic Mining and Analysis Motivation and Task Definition 00 07 36 pdf |
654.66Кб |
| 02 01-2 1 Topic Mining and Analysis Motivation and Task Definition 00 07 36 srt |
9.02Кб |
| 02_02-2_2_Topic_Mining_and_Analysis_Term_as_Topic_00_11_31_.mp4 |
15.23Мб |
| 02_02-2_2_Topic_Mining_and_Analysis_Term_as_Topic_00_11_31_.pdf |
469.90Кб |
| 02_02-2_2_Topic_Mining_and_Analysis_Term_as_Topic_00_11_31_.srt |
14.09Кб |
| 02 03-2 3 Topic Mining and Analysis Probabilistic Topic Models 00 14 17 mp4 |
19.14Мб |
| 02 03-2 3 Topic Mining and Analysis Probabilistic Topic Models 00 14 17 pdf |
644.19Кб |
| 02 03-2 3 Topic Mining and Analysis Probabilistic Topic Models 00 14 17 srt |
18.30Кб |
| 02 04-2 4 Probabilistic Topic Models Overview of Statistical Language Models Part 1 00 10 25 mp4 |
14.02Мб |
| 02 04-2 4 Probabilistic Topic Models Overview of Statistical Language Models Part 1 00 10 25 pdf |
735.93Кб |
| 02 04-2 4 Probabilistic Topic Models Overview of Statistical Language Models Part 1 00 10 25 srt |
12.52Кб |
| 02 05-2 5 Probabilistic Topic Models Overview of Statistical Language Models Part 2 00 13 11 mp4 |
17.57Мб |
| 02 05-2 5 Probabilistic Topic Models Overview of Statistical Language Models Part 2 00 13 11 pdf |
735.93Кб |
| 02 05-2 5 Probabilistic Topic Models Overview of Statistical Language Models Part 2 00 13 11 srt |
14.36Кб |
| 02_06-2_6_Probabilistic_Topic_Models_Mining_One_Topic_00_12_21_.mp4 |
16.31Мб |
| 02_06-2_6_Probabilistic_Topic_Models_Mining_One_Topic_00_12_21_.pdf |
721.96Кб |
| 02_06-2_6_Probabilistic_Topic_Models_Mining_One_Topic_00_12_21_.srt |
13.74Кб |
| 02 07-2 7 Probabilistic Topic Models Mixture of Unigram Language Models 00 12 39 mp4 |
16.86Мб |
| 02 07-2 7 Probabilistic Topic Models Mixture of Unigram Language Models 00 12 39 pdf |
656.84Кб |
| 02 07-2 7 Probabilistic Topic Models Mixture of Unigram Language Models 00 12 39 srt |
16.12Кб |
| 02 08-2 8 Probabilistic Topic Models Mixture Model Estimation Part 1 00 10 16 mp4 |
13.55Мб |
| 02 08-2 8 Probabilistic Topic Models Mixture Model Estimation Part 1 00 10 16 pdf |
929.57Кб |
| 02 08-2 8 Probabilistic Topic Models Mixture Model Estimation Part 1 00 10 16 srt |
12.57Кб |
| 02 09-2 9 Probabilistic Topic Models Mixture Model Estimation Part 2 00 08 15 mp4 |
11.39Мб |
| 02 09-2 9 Probabilistic Topic Models Mixture Model Estimation Part 2 00 08 15 pdf |
929.57Кб |
| 02 09-2 9 Probabilistic Topic Models Mixture Model Estimation Part 2 00 08 15 srt |
10.53Кб |
| 02 10-2 10 Probabilistic Topic Models Expectation Maximization Algorithm Part 1 00 11 05 mp4 |
15.14Мб |
| 02 10-2 10 Probabilistic Topic Models Expectation Maximization Algorithm Part 1 00 11 05 pdf |
600.54Кб |
| 02 10-2 10 Probabilistic Topic Models Expectation Maximization Algorithm Part 1 00 11 05 srt |
12.99Кб |
| 02 11-2 11 Probabilistic Topic Models Expectation Maximization Algorithm Part 2 00 10 39 mp4 |
14.66Мб |
| 02 11-2 11 Probabilistic Topic Models Expectation Maximization Algorithm Part 2 00 10 39 pdf |
600.54Кб |
| 02 11-2 11 Probabilistic Topic Models Expectation Maximization Algorithm Part 2 00 10 39 srt |
12.98Кб |
| 02 12-2 12 Probabilistic Topic Models Expectation Maximization Algorithm Part 3 00 06 25 mp4 |
8.71Мб |
| 02 12-2 12 Probabilistic Topic Models Expectation Maximization Algorithm Part 3 00 06 25 pdf |
600.54Кб |
| 02 12-2 12 Probabilistic Topic Models Expectation Maximization Algorithm Part 3 00 06 25 srt |
7.76Кб |
| 02_13-2_13_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_1_00_10_38_.mp4 |
14.53Мб |
| 02_13-2_13_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_1_00_10_38_.pdf |
744.75Кб |
| 02_13-2_13_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_1_00_10_38_.srt |
14.26Кб |
| 02_14-2_14_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_2_00_10_15_.mp4 |
13.69Мб |
| 02_14-2_14_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_2_00_10_15_.pdf |
744.75Кб |
| 02_14-2_14_Probabilistic_Latent_Semantic_Analysis_PLSA_Part_2_00_10_15_.srt |
12.53Кб |
| 02_15-2_15_Latent_Dirichlet_Allocation_LDA_Part_1_00_10_20_.mp4 |
14.32Мб |
| 02_15-2_15_Latent_Dirichlet_Allocation_LDA_Part_1_00_10_20_.pdf |
761.38Кб |
| 02_15-2_15_Latent_Dirichlet_Allocation_LDA_Part_1_00_10_20_.srt |
82б |
| 02_16-2_16_Latent_Dirichlet_Allocation_LDA_Part_2_00_12_03_.mp4 |
16.55Мб |
| 02_16-2_16_Latent_Dirichlet_Allocation_LDA_Part_2_00_12_03_.pdf |
761.38Кб |
| 03_01-3_1_Text_Clustering_Motivation_00_15_52_.mp4 |
20.64Мб |
| 03_01-3_1_Text_Clustering_Motivation_00_15_52_.pdf |
508.06Кб |
| 03 02-3 2 Text Clustering Generative Probabilistic Models Part 1 00 16 18 mp4 |
21.88Мб |
| 03 02-3 2 Text Clustering Generative Probabilistic Models Part 1 00 16 18 pdf |
772.87Кб |
| 03 03-3 3 Text Clustering Generative Probabilistic Models Part 2 00 08 37 mp4 |
12.53Мб |
| 03 03-3 3 Text Clustering Generative Probabilistic Models Part 2 00 08 37 pdf |
505.74Кб |
| 03 04-3 4 Text Clustering Generative Probabilistic Models Part 3 00 14 55 mp4 |
19.99Мб |
| 03 04-3 4 Text Clustering Generative Probabilistic Models Part 3 00 14 55 pdf |
530.07Кб |
| 03_05-3_5_Text_Clustering_Similarity_based_Approaches_00_17_48_.mp4 |
23.91Мб |
| 03_05-3_5_Text_Clustering_Similarity_based_Approaches_00_17_48_.pdf |
475.18Кб |
| 03_06-3_6_Text_Clustering_Evaluation_00_10_11_.mp4 |
14.52Мб |
| 03_06-3_6_Text_Clustering_Evaluation_00_10_11_.pdf |
459.71Кб |
| 03_07-3_7_Text_Categorization_Motivation_00_14_37_.mp4 |
20.43Мб |
| 03_07-3_7_Text_Categorization_Motivation_00_14_37_.pdf |
305.07Кб |
| 03_08-3_8_Text_Categorization_Methods_00_11_50_.mp4 |
16.78Мб |
| 03_08-3_8_Text_Categorization_Methods_00_11_50_.pdf |
394.75Кб |
| 03_09-3_9_Text_Categorization_Generative_Probabilistic_Models_00_31_18_.mp4 |
40.86Мб |
| 03_09-3_9_Text_Categorization_Generative_Probabilistic_Models_00_31_18_.pdf |
442.03Кб |
| 03 10-3 10 Text Categorization Discriminative Classifier Part 1 00 20 34 mp4 |
27.02Мб |
| 03 10-3 10 Text Categorization Discriminative Classifier Part 1 00 20 34 pdf |
421.64Кб |
| 03 11-3 11 Text Categorization Discriminative Classifier Part 2 00 31 46 mp4 |
42.47Мб |
| 03 11-3 11 Text Categorization Discriminative Classifier Part 2 00 31 46 pdf |
518.26Кб |
| 03_12-3_12_Text_Categorization_Evaluation_Part_1_00_14_12_.mp4 |
19.15Мб |
| 03_12-3_12_Text_Categorization_Evaluation_Part_1_00_14_12_.pdf |
504.89Кб |
| 03_13-3_13_Text_Categorization_Evaluation_Part_2_00_10_51_.mp4 |
14.62Мб |
| 03_13-3_13_Text_Categorization_Evaluation_Part_2_00_10_51_.pdf |
566.45Кб |
| 04_01-4_1_Opinion_Mining_and_Sentiment_Analysis_Motivation_00_17_51_.mp4 |
23.88Мб |
| 04_01-4_1_Opinion_Mining_and_Sentiment_Analysis_Motivation_00_17_51_.pdf |
659.94Кб |
| 04_01-4_1_Opinion_Mining_and_Sentiment_Analysis_Motivation_00_17_51_.srt |
21.58Кб |
| 04 02-4 2 Opinion Mining and Sentiment Analysis Sentiment Classification 00 11 47 mp4 |
16.46Мб |
| 04 02-4 2 Opinion Mining and Sentiment Analysis Sentiment Classification 00 11 47 pdf |
468.49Кб |
| 04 02-4 2 Opinion Mining and Sentiment Analysis Sentiment Classification 00 11 47 srt |
14.71Кб |
| 04 03-4 3 Opinion Mining and Sentiment Analysis Ordinal Logistic Regression 00 13 43 mp4 |
17.85Мб |
| 04 03-4 3 Opinion Mining and Sentiment Analysis Ordinal Logistic Regression 00 13 43 pdf |
476.76Кб |
| 04 03-4 3 Opinion Mining and Sentiment Analysis Ordinal Logistic Regression 00 13 43 srt |
16.03Кб |
| 04 04-4 4 Opinion Mining and Sentiment Analysis Latent Aspect Rating Analysis Part 1 00 15 17 mp4 |
21.47Мб |
| 04 04-4 4 Opinion Mining and Sentiment Analysis Latent Aspect Rating Analysis Part 1 00 15 17 pdf |
761.85Кб |
| 04 04-4 4 Opinion Mining and Sentiment Analysis Latent Aspect Rating Analysis Part 1 00 15 17 srt |
18.28Кб |
| 04 05-4 5 Opinion Mining and Sentiment Analysis Latent Aspect Rating Analysis Part 2 00 14 43 mp4 |
20.44Мб |
| 04 05-4 5 Opinion Mining and Sentiment Analysis Latent Aspect Rating Analysis Part 2 00 14 43 pdf |
923.40Кб |
| 04 05-4 5 Opinion Mining and Sentiment Analysis Latent Aspect Rating Analysis Part 2 00 14 43 srt |
19.34Кб |
| 04_06-4_6_Text_Based_Prediction_00_12_08_.mp4 |
16.16Мб |
| 04_06-4_6_Text_Based_Prediction_00_12_08_.pdf |
579.69Кб |
| 04_06-4_6_Text_Based_Prediction_00_12_08_.srt |
15.21Кб |
| 04_07-4_7_Contextual_Text_Mining_Motivation_00_06_47_.mp4 |
9.85Мб |
| 04_07-4_7_Contextual_Text_Mining_Motivation_00_06_47_.pdf |
564.37Кб |
| 04_07-4_7_Contextual_Text_Mining_Motivation_00_06_47_.srt |
8.54Кб |
| 04 08-4 8 Contextual Text Mining Contextual Probabilistic Latent Semantic Analysis 00 17 59 mp4 |
24.67Мб |
| 04 08-4 8 Contextual Text Mining Contextual Probabilistic Latent Semantic Analysis 00 17 59 pdf |
815.77Кб |
| 04 08-4 8 Contextual Text Mining Contextual Probabilistic Latent Semantic Analysis 00 17 59 srt |
21.57Кб |
| 04 09-4 9 Contextual Text Mining Mining Topics with Social Network Context 00 14 43 mp4 |
19.96Мб |
| 04 09-4 9 Contextual Text Mining Mining Topics with Social Network Context 00 14 43 pdf |
585.78Кб |
| 04 09-4 9 Contextual Text Mining Mining Topics with Social Network Context 00 14 43 srt |
16.99Кб |
| 04 10-4 10 Contextual Text Mining Mining Casual Topics with Time Series Supervision 00 19 37 mp4 |
25.79Мб |
| 04 10-4 10 Contextual Text Mining Mining Casual Topics with Time Series Supervision 00 19 37 pdf |
755.04Кб |
| 04 10-4 10 Contextual Text Mining Mining Casual Topics with Time Series Supervision 00 19 37 srt |
25.16Кб |
| 04_11-4_11_Course_Summary_00_18_36_.mp4 |
25.29Мб |
| 04_11-4_11_Course_Summary_00_18_36_.pdf |
489.23Кб |
| 04_11-4_11_Course_Summary_00_18_36_.srt |
23.17Кб |
| README |
33б |