| Path | Size |
| 01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.mp4 | 12.85MB |
| 01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pdf | 2.76MB |
| 01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pptx | 2.10MB |
| 01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.srt | 18.76kB |
| 01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.txt | 12.83kB |
| 02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.mp4 | 11.37MB |
| 02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.pdf | 668.03kB |
| 02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.pptx | 714.42kB |
| 02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.srt | 14.76kB |
| 02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.txt | 10.12kB |
| 02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.mp4 | 8.35MB |
| 02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.srt | 7.91kB |
| 02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.txt | 5.44kB |
| 02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.mp4 | 13.07MB |
| 02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.pdf | 687.46kB |
| 02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.pptx | 686.37kB |
| 02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.srt | 20.04kB |
| 02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.txt | 13.73kB |
| 02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.mp4 | 10.57MB |
| 02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pdf | 631.56kB |
| 02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pptx | 673.59kB |
| 02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.srt | 14.59kB |
| 02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.txt | 10.03kB |
| 02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.mp4 | 5.21MB |
| 02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.pdf | 625.41kB |
| 02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.pptx | 684.93kB |
| 02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.srt | 7.77kB |
| 02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.txt | 5.34kB |
| 03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.mp4 | 6.92MB |
| 03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.pdf | 662.36kB |
| 03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.pptx | 716.16kB |
| 03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.srt | 8.95kB |
| 03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.txt | 6.15kB |
| 03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.mp4 | 5.65MB |
| 03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.pdf | 625.17kB |
| 03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.pptx | 710.26kB |
| 03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.srt | 6.85kB |
| 03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.txt | 4.71kB |
| 03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.mp4 | 5.80MB |
| 03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pdf | 728.72kB |
| 03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pptx | 787.83kB |
| 03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.srt | 7.19kB |
| 03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.txt | 4.94kB |
| 03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.mp4 | 2.97MB |
| 03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pdf | 938.20kB |
| 03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pptx | 944.89kB |
| 03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.srt | 3.85kB |
| 03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.txt | 2.64kB |
| 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.mp4 | 9.38MB |
| 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pdf | 689.12kB |
| 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pptx | 714.85kB |
| 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.srt | 11.31kB |
| 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.txt | 7.77kB |
| 04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.mp4 | 8.01MB |
| 04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pdf | 766.56kB |
| 04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pptx | 871.89kB |
| 04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.srt | 12.29kB |
| 04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.txt | 8.45kB |
| 04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.mp4 | 9.94MB |
| 04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pdf | 829.97kB |
| 04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pptx | 965.07kB |
| 04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.srt | 11.96kB |
| 04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.txt | 8.24kB |
| 04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.mp4 | 10.06MB |
| 04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.pdf | 634.39kB |
| 04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.pptx | 690.27kB |
| 04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.srt | 15.52kB |
| 04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.txt | 10.62kB |
| 04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.mp4 | 4.90MB |
| 04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pdf | 850.45kB |
| 04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pptx | 870.86kB |
| 04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.srt | 7.21kB |
| 04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.txt | 4.97kB |
| 04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.mp4 | 6.34MB |
| 04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pdf | 860.80kB |
| 04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pptx | 921.64kB |
| 04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.srt | 8.22kB |
| 04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.txt | 5.64kB |
| 04_Week_2_-_Language_Modeling/06_Interpolation_10-25.mp4 | 9.83MB |
| 04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pdf | 757.21kB |
| 04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pptx | 889.70kB |
| 04_Week_2_-_Language_Modeling/06_Interpolation_10-25.srt | 21.45kB |
| 04_Week_2_-_Language_Modeling/06_Interpolation_10-25.txt | 21.45kB |
| 04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.mp4 | 14.09MB |
| 04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pdf | 794.41kB |
| 04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pptx | 996.46kB |
| 04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.srt | 20.38kB |
| 04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.txt | 14.00kB |
| 04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.mp4 | 8.85MB |
| 04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pdf | 836.79kB |
| 04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pptx | 1.20MB |
| 04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.srt | 13.43kB |
| 04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.txt | 9.02kB |
| 05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.mp4 | 5.08MB |
| 05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pdf | 771.90kB |
| 05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pptx | 940.39kB |
| 05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.srt | 12.53kB |
| 05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.txt | 12.53kB |
| 05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.mp4 | 18.65MB |
| 05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pdf | 1.12MB |
| 05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pptx | 1.05MB |
| 05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.srt | 53.82kB |
| 05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.txt | 53.82kB |
| 05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.mp4 | 8.98MB |
| 05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pdf | 804.31kB |
| 05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pptx | 837.66kB |
| 05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.srt | 18.65kB |
| 05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.txt | 18.65kB |
| 05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.mp4 | 6.93MB |
| 05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pdf | 589.95kB |
| 05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pptx | 857.83kB |
| 05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.srt | 15.89kB |
| 05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.txt | 15.90kB |
| 06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.mp4 | 8.08MB |
| 06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.pdf | 800.37kB |
| 06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.pptx | 917.46kB |
| 06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.srt | 10.50kB |
| 06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.txt | 7.22kB |
| 06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.mp4 | 3.41MB |
| 06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.pdf | 679.47kB |
| 06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.pptx | 669.70kB |
| 06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.srt | 4.60kB |
| 06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.txt | 3.16kB |
| 06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.mp4 | 8.58MB |
| 06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pdf | 1.06MB |
| 06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pptx | 1.14MB |
| 06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.srt | 12.01kB |
| 06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.txt | 8.24kB |
| 06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.mp4 | 6.49MB |
| 06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pdf | 834.24kB |
| 06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pptx | 1.18MB |
| 06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.srt | 8.09kB |
| 06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.txt | 4.92kB |
| 06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.mp4 | 4.29MB |
| 06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pdf | 643.31kB |
| 06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pptx | 656.96kB |
| 06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.srt | 6.07kB |
| 06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.txt | 4.16kB |
| 06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.mp4 | 11.94MB |
| 06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pdf | 648.04kB |
| 06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pptx | 723.98kB |
| 06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.srt | 10.65kB |
| 06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.txt | 7.33kB |
| 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.mp4 | 16.48MB |
| 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pdf | 638.21kB |
| 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pptx | 678.83kB |
| 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.srt | 18.47kB |
| 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.txt | 12.65kB |
| 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.mp4 | 12.11MB |
| 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pdf | 708.25kB |
| 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pptx | 720.09kB |
| 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.srt | 11.22kB |
| 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.txt | 7.61kB |
| 06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.mp4 | 6.88MB |
| 06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pdf | 690.02kB |
| 06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pptx | 766.46kB |
| 06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.srt | 8.72kB |
| 06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.txt | 5.99kB |
| 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.mp4 | 10.02MB |
| 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.pdf | 1.24MB |
| 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.pptx | 1.70MB |
| 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.srt | 9.48kB |
| 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.txt | 6.53kB |
| 07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.mp4 | 13.82MB |
| 07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pdf | 783.03kB |
| 07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pptx | 880.36kB |
| 07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.srt | 18.51kB |
| 07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.txt | 12.65kB |
| 07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.mp4 | 11.09MB |
| 07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.pdf | 774.53kB |
| 07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.pptx | 798.34kB |
| 07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.srt | 17.22kB |
| 07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.txt | 17.22kB |
| 07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.mp4 | 19.56MB |
| 07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.pdf | 845.48kB |
| 07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.pptx | 1.23MB |
| 07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.srt | 20.42kB |
| 07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.txt | 13.96kB |
| 07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.mp4 | 15.23MB |
| 07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.pdf | 667.92kB |
| 07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.pptx | 663.47kB |
| 07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.srt | 14.97kB |
| 07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.txt | 10.26kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.mp4 | 8.31MB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.pdf | 635.91kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.pptx | 623.19kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.srt | 10.08kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.txt | 6.91kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.mp4 | 17.47MB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pdf | 748.19kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pptx | 695.65kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.srt | 22.37kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.txt | 15.30kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.mp4 | 14.11MB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.pdf | 804.88kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.pptx | 773.21kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.srt | 15.99kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.txt | 10.97kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.mp4 | 8.17MB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.pdf | 651.54kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.pptx | 610.48kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.srt | 9.73kB |
| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.txt | 6.63kB |
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| 13_Week_5_-_Parsing_Introduction/01_Syntactic_Structure-_Constituency_vs_Dependency_8-46.mp4 | 9.40MB |
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| 13_Week_5_-_Parsing_Introduction/03_The_Exponential_Problem_in_Parsing_14-30.mp4 | 15.59MB |
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| 14_Week_5_-_Instructor_Chat/01_Instructor_Chat_9-02.mp4 | 24.93MB |
| 15_Week_6_-_Probabilistic_Parsing/01_CFGs_and_PCFGs_15-29.mp4 | 17.45MB |
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| 16_Week_6_-_Lexicalized_Parsing/01_Lexicalization_of_PCFGs_7-03.mp4 | 7.47MB |
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| 17_Week_6_-_Dependency_Parsing_Optional/01_Dependency_Parsing_Introduction_10-25.mp4 | 11.69MB |
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| 17_Week_6_-_Dependency_Parsing_Optional/02_Greedy_Transition-Based_Parsing_31-05.mp4 | 32.88MB |
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| 18_Week_7_-_Information_Retrieval/01_Introduction_to_Information_Retrieval_9-16.mp4 | 9.50MB |
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| 18_Week_7_-_Information_Retrieval/03_The_Inverted_Index_10-42.mp4 | 11.23MB |
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| 18_Week_7_-_Information_Retrieval/05_Phrase_Queries_and_Positional_Indexes_19-45.pdf | 142.84kB |
| 18_Week_7_-_Information_Retrieval/05_Phrase_Queries_and_Positional_Indexes_19-45.pptx | 89.61kB |
| 18_Week_7_-_Information_Retrieval/05_Phrase_Queries_and_Positional_Indexes_19-45.srt | 23.62kB |
| 18_Week_7_-_Information_Retrieval/05_Phrase_Queries_and_Positional_Indexes_19-45.txt | 16.32kB |
| 19_Week_7_-_Ranked_Information_Retrieval/01_Introducing_Ranked_Retrieval_4-27.mp4 | 4.80MB |
| 19_Week_7_-_Ranked_Information_Retrieval/01_Introducing_Ranked_Retrieval_4-27.pdf | 77.57kB |
| 19_Week_7_-_Ranked_Information_Retrieval/01_Introducing_Ranked_Retrieval_4-27.pptx | 78.77kB |
| 19_Week_7_-_Ranked_Information_Retrieval/01_Introducing_Ranked_Retrieval_4-27.srt | 6.13kB |
| 19_Week_7_-_Ranked_Information_Retrieval/01_Introducing_Ranked_Retrieval_4-27.txt | 4.21kB |
| 19_Week_7_-_Ranked_Information_Retrieval/02_Scoring_with_the_Jaccard_Coefficient_5-06.mp4 | 5.66MB |
| 19_Week_7_-_Ranked_Information_Retrieval/02_Scoring_with_the_Jaccard_Coefficient_5-06.pdf | 84.27kB |
| 19_Week_7_-_Ranked_Information_Retrieval/02_Scoring_with_the_Jaccard_Coefficient_5-06.pptx | 68.59kB |
| 19_Week_7_-_Ranked_Information_Retrieval/02_Scoring_with_the_Jaccard_Coefficient_5-06.srt | 6.22kB |
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| 19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.mp4 | 6.67MB |
| 19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.pdf | 189.46kB |
| 19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.pptx | 96.08kB |
| 19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.srt | 7.54kB |
| 19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.txt | 5.18kB |
| 19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.mp4 | 11.66MB |
| 19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.pdf | 141.35kB |
| 19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.pptx | 92.97kB |
| 19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.srt | 12.67kB |
| 19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.txt | 8.71kB |
| 19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.mp4 | 4.30MB |
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| 19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.pptx | 102.92kB |
| 19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.srt | 4.24kB |
| 19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.txt | 2.91kB |
| 19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.mp4 | 17.76MB |
| 19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.pdf | 258.57kB |
| 19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.pptx | 205.22kB |
| 19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.srt | 20.09kB |
| 19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.txt | 13.74kB |
| 19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.mp4 | 13.88MB |
| 19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.pdf | 163.79kB |
| 19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.pptx | 143.95kB |
| 19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.srt | 15.81kB |
| 19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.txt | 10.83kB |
| 19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.mp4 | 9.24MB |
| 19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.pdf | 92.35kB |
| 19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.pptx | 64.54kB |
| 19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.srt | 11.47kB |
| 19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.txt | 7.90kB |
| 20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.mp4 | 15.62MB |
| 20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.pdf | 645.22kB |
| 20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.pptx | 681.37kB |
| 20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.srt | 15.60kB |
| 20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.txt | 10.62kB |
| 20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.mp4 | 9.17MB |
| 20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.pdf | 1.21MB |
| 20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.pptx | 1.53MB |
| 20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.srt | 7.88kB |
| 20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.txt | 5.34kB |
| 20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.mp4 | 21.22MB |
| 20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.pdf | 909.32kB |
| 20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.pptx | 1.14MB |
| 20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.srt | 23.40kB |
| 20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.txt | 15.91kB |
| 20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.mp4 | 15.76MB |
| 20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.pdf | 1.28MB |
| 20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.pptx | 2.31MB |
| 20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.srt | 17.89kB |
| 20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.txt | 12.22kB |
| 20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.mp4 | 9.92MB |
| 20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.pdf | 789.09kB |
| 20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.pptx | 1.08MB |
| 20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.srt | 11.31kB |
| 20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.txt | 7.77kB |
| 21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.mp4 | 9.32MB |
| 21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.pdf | 979.88kB |
| 21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.pptx | 1.21MB |
| 21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.srt | 10.62kB |
| 21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.txt | 7.26kB |
| 21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.mp4 | 10.61MB |
| 21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.pdf | 985.16kB |
| 21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.pptx | 1.09MB |
| 21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.srt | 12.79kB |
| 21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.txt | 8.75kB |
| 21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.mp4 | 8.05MB |
| 21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.pdf | 739.92kB |
| 21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.pptx | 841.40kB |
| 21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.srt | 9.67kB |
| 21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.txt | 6.65kB |
| 21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.mp4 | 5.53MB |
| 21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.pdf | 682.20kB |
| 21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.pptx | 783.21kB |
| 21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.srt | 6.61kB |
| 21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.txt | 4.51kB |
| 21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.mp4 | 6.47MB |
| 21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.pdf | 727.42kB |
| 21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.pptx | 838.84kB |
| 21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.srt | 7.03kB |
| 21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.txt | 4.82kB |
| 22_Week_8_-_Summarization/01_Introduction_to_Summarization.mp4 | 6.31MB |
| 22_Week_8_-_Summarization/01_Introduction_to_Summarization.pdf | 766.62kB |
| 22_Week_8_-_Summarization/01_Introduction_to_Summarization.pptx | 864.84kB |
| 22_Week_8_-_Summarization/01_Introduction_to_Summarization.srt | 7.16kB |
| 22_Week_8_-_Summarization/01_Introduction_to_Summarization.txt | 4.88kB |
| 22_Week_8_-_Summarization/02_Generating_Snippets.mp4 | 10.08MB |
| 22_Week_8_-_Summarization/02_Generating_Snippets.pdf | 916.24kB |
| 22_Week_8_-_Summarization/02_Generating_Snippets.pptx | 1.13MB |
| 22_Week_8_-_Summarization/02_Generating_Snippets.srt | 11.55kB |
| 22_Week_8_-_Summarization/02_Generating_Snippets.txt | 7.94kB |
| 22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.mp4 | 6.85MB |
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| 22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.pptx | 708.31kB |
| 22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.srt | 6.55kB |
| 22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.txt | 4.49kB |
| 22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.mp4 | 14.05MB |
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| 22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.pptx | 1.12MB |
| 22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.srt | 16.32kB |
| 22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.txt | 11.18kB |
| 23_Week_8_-_Instructor_Chat_II/01_Instructor_Chat_II_5-23.mp4 | 19.53MB |
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| 23_Week_8_-_Instructor_Chat_II/01_Instructor_Chat_II_5-23.txt | 6.12kB |
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pj
nlp (503 files)
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.mp4 
