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文件列表

  • 01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.mp4 12.9 MB
  • 01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pdf 2.8 MB
  • 01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pptx 2.1 MB
  • 01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.srt 18.8 kB
  • 01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.txt 12.8 kB
  • 02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.mp4 11.4 MB
  • 02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.pdf 668.0 kB
  • 02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.pptx 714.4 kB
  • 02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.srt 14.8 kB
  • 02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.txt 10.1 kB
  • 02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.mp4 8.4 MB
  • 02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.srt 7.9 kB
  • 02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.txt 5.4 kB
  • 02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.mp4 13.1 MB
  • 02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.pdf 687.5 kB
  • 02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.pptx 686.4 kB
  • 02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.srt 20.0 kB
  • 02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.txt 13.7 kB
  • 02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.mp4 10.6 MB
  • 02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pdf 631.6 kB
  • 02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pptx 673.6 kB
  • 02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.srt 14.6 kB
  • 02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.txt 10.0 kB
  • 02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.mp4 5.2 MB
  • 02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.pdf 625.4 kB
  • 02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.pptx 684.9 kB
  • 02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.srt 7.8 kB
  • 02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.txt 5.3 kB
  • 03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.mp4 6.9 MB
  • 03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.pdf 662.4 kB
  • 03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.pptx 716.2 kB
  • 03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.srt 8.9 kB
  • 03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.txt 6.1 kB
  • 03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.mp4 5.6 MB
  • 03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.pdf 625.2 kB
  • 03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.pptx 710.3 kB
  • 03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.srt 6.8 kB
  • 03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.txt 4.7 kB
  • 03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.mp4 5.8 MB
  • 03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pdf 728.7 kB
  • 03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pptx 787.8 kB
  • 03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.srt 7.2 kB
  • 03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.txt 4.9 kB
  • 03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.mp4 3.0 MB
  • 03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pdf 938.2 kB
  • 03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pptx 944.9 kB
  • 03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.srt 3.9 kB
  • 03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.txt 2.6 kB
  • 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.mp4 9.4 MB
  • 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pdf 689.1 kB
  • 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pptx 714.8 kB
  • 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.srt 11.3 kB
  • 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.txt 7.8 kB
  • 04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.mp4 8.0 MB
  • 04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pdf 766.6 kB
  • 04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pptx 871.9 kB
  • 04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.srt 12.3 kB
  • 04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.txt 8.4 kB
  • 04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.mp4 9.9 MB
  • 04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pdf 830.0 kB
  • 04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pptx 965.1 kB
  • 04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.srt 12.0 kB
  • 04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.txt 8.2 kB
  • 04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.mp4 10.1 MB
  • 04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.pdf 634.4 kB
  • 04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.pptx 690.3 kB
  • 04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.srt 15.5 kB
  • 04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.txt 10.6 kB
  • 04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.mp4 4.9 MB
  • 04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pdf 850.5 kB
  • 04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pptx 870.9 kB
  • 04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.srt 7.2 kB
  • 04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.txt 5.0 kB
  • 04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.mp4 6.3 MB
  • 04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pdf 860.8 kB
  • 04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pptx 921.6 kB
  • 04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.srt 8.2 kB
  • 04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.txt 5.6 kB
  • 04_Week_2_-_Language_Modeling/06_Interpolation_10-25.mp4 9.8 MB
  • 04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pdf 757.2 kB
  • 04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pptx 889.7 kB
  • 04_Week_2_-_Language_Modeling/06_Interpolation_10-25.srt 21.4 kB
  • 04_Week_2_-_Language_Modeling/06_Interpolation_10-25.txt 21.4 kB
  • 04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.mp4 14.1 MB
  • 04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pdf 794.4 kB
  • 04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pptx 996.5 kB
  • 04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.srt 20.4 kB
  • 04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.txt 14.0 kB
  • 04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.mp4 8.8 MB
  • 04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pdf 836.8 kB
  • 04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pptx 1.2 MB
  • 04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.srt 13.4 kB
  • 04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.txt 9.0 kB
  • 05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.mp4 5.1 MB
  • 05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pdf 771.9 kB
  • 05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pptx 940.4 kB
  • 05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.srt 12.5 kB
  • 05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.txt 12.5 kB
  • 05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.mp4 18.7 MB
  • 05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pdf 1.1 MB
  • 05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pptx 1.0 MB
  • 05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.srt 53.8 kB
  • 05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.txt 53.8 kB
  • 05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.mp4 9.0 MB
  • 05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pdf 804.3 kB
  • 05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pptx 837.7 kB
  • 05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.srt 18.7 kB
  • 05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.txt 18.7 kB
  • 05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.mp4 6.9 MB
  • 05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pdf 590.0 kB
  • 05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pptx 857.8 kB
  • 05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.srt 15.9 kB
  • 05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.txt 15.9 kB
  • 06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.mp4 8.1 MB
  • 06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.pdf 800.4 kB
  • 06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.pptx 917.5 kB
  • 06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.srt 10.5 kB
  • 06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.txt 7.2 kB
  • 06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.mp4 3.4 MB
  • 06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.pdf 679.5 kB
  • 06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.pptx 669.7 kB
  • 06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.srt 4.6 kB
  • 06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.txt 3.2 kB
  • 06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.mp4 8.6 MB
  • 06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pdf 1.1 MB
  • 06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pptx 1.1 MB
  • 06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.srt 12.0 kB
  • 06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.txt 8.2 kB
  • 06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.mp4 6.5 MB
  • 06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pdf 834.2 kB
  • 06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pptx 1.2 MB
  • 06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.srt 8.1 kB
  • 06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.txt 4.9 kB
  • 06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.mp4 4.3 MB
  • 06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pdf 643.3 kB
  • 06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pptx 657.0 kB
  • 06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.srt 6.1 kB
  • 06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.txt 4.2 kB
  • 06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.mp4 11.9 MB
  • 06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pdf 648.0 kB
  • 06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pptx 724.0 kB
  • 06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.srt 10.6 kB
  • 06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.txt 7.3 kB
  • 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.mp4 16.5 MB
  • 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pdf 638.2 kB
  • 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pptx 678.8 kB
  • 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.srt 18.5 kB
  • 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.txt 12.7 kB
  • 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.mp4 12.1 MB
  • 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pdf 708.3 kB
  • 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pptx 720.1 kB
  • 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.srt 11.2 kB
  • 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.txt 7.6 kB
  • 06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.mp4 6.9 MB
  • 06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pdf 690.0 kB
  • 06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pptx 766.5 kB
  • 06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.srt 8.7 kB
  • 06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.txt 6.0 kB
  • 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.mp4 10.0 MB
  • 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.pdf 1.2 MB
  • 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.pptx 1.7 MB
  • 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.srt 9.5 kB
  • 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.txt 6.5 kB
  • 07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.mp4 13.8 MB
  • 07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pdf 783.0 kB
  • 07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pptx 880.4 kB
  • 07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.srt 18.5 kB
  • 07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.txt 12.6 kB
  • 07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.mp4 11.1 MB
  • 07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.pdf 774.5 kB
  • 07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.pptx 798.3 kB
  • 07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.srt 17.2 kB
  • 07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.txt 17.2 kB
  • 07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.mp4 19.6 MB
  • 07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.pdf 845.5 kB
  • 07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.pptx 1.2 MB
  • 07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.srt 20.4 kB
  • 07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.txt 14.0 kB
  • 07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.mp4 15.2 MB
  • 07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.pdf 667.9 kB
  • 07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.pptx 663.5 kB
  • 07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.srt 15.0 kB
  • 07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.txt 10.3 kB
  • 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.mp4 8.3 MB
  • 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.pdf 635.9 kB
  • 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.pptx 623.2 kB
  • 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.srt 10.1 kB
  • 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.txt 6.9 kB
  • 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.mp4 17.5 MB
  • 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pdf 748.2 kB
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