File List
-
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.mp4 12.26 MB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pdf 2.63 MB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pptx 2 MB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.srt 18.32 KB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.txt 12.53 KB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.mp4 10.85 MB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.pdf 652.37 KB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.pptx 697.67 KB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.srt 14.41 KB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.txt 9.88 KB
02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.mp4 7.96 MB
02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.srt 7.72 KB
02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.txt 5.31 KB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.mp4 12.47 MB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.pdf 671.35 KB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.pptx 670.29 KB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.srt 19.57 KB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.txt 13.41 KB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.mp4 10.08 MB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pdf 616.76 KB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pptx 657.81 KB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.srt 14.25 KB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.txt 9.79 KB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.mp4 4.97 MB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.pdf 610.75 KB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.pptx 668.88 KB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.srt 7.59 KB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.txt 5.21 KB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.mp4 6.6 MB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.pdf 646.84 KB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.pptx 699.37 KB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.srt 8.74 KB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.txt 6 KB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.mp4 5.38 MB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.pdf 610.52 KB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.pptx 693.61 KB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.srt 6.69 KB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.txt 4.6 KB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.mp4 5.53 MB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pdf 711.64 KB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pptx 769.37 KB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.srt 7.02 KB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.txt 4.83 KB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.mp4 2.83 MB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pdf 916.21 KB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pptx 922.74 KB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.srt 3.76 KB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.txt 2.58 KB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.mp4 8.95 MB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pdf 672.97 KB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pptx 698.09 KB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.srt 11.05 KB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.txt 7.59 KB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.mp4 7.64 MB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pdf 748.59 KB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pptx 851.46 KB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.srt 12 KB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.txt 8.25 KB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.mp4 9.48 MB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pdf 810.52 KB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pptx 942.46 KB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.srt 11.68 KB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.txt 8.04 KB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.mp4 9.6 MB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.pdf 619.52 KB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.pptx 674.09 KB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.srt 15.16 KB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.txt 10.37 KB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.mp4 4.67 MB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pdf 830.52 KB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pptx 850.45 KB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.srt 7.04 KB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.txt 4.85 KB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.mp4 6.04 MB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pdf 840.63 KB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pptx 900.04 KB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.srt 8.03 KB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.txt 5.51 KB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.mp4 9.38 MB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pdf 739.46 KB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pptx 868.84 KB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.srt 20.94 KB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.txt 20.94 KB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.mp4 13.44 MB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pdf 775.79 KB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pptx 973.11 KB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.srt 19.91 KB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.txt 13.67 KB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.mp4 8.44 MB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pdf 817.18 KB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pptx 1.14 MB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.srt 13.11 KB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.txt 8.81 KB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.mp4 4.84 MB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pdf 753.81 KB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pptx 918.35 KB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.srt 12.24 KB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.txt 12.24 KB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.mp4 17.79 MB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pdf 1.06 MB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pptx 1020.6 KB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.srt 52.56 KB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.txt 52.56 KB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.mp4 8.56 MB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pdf 785.46 KB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pptx 818.03 KB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.srt 18.21 KB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.txt 18.22 KB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.mp4 6.61 MB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pdf 576.13 KB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pptx 837.72 KB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.srt 15.52 KB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.txt 15.52 KB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.mp4 7.7 MB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.pdf 781.61 KB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.pptx 895.96 KB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.srt 10.25 KB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.txt 7.05 KB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.mp4 3.25 MB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.pdf 663.55 KB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.pptx 654 KB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.srt 4.49 KB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.txt 3.09 KB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.mp4 8.19 MB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pdf 1.01 MB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pptx 1.09 MB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.srt 11.73 KB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.txt 8.05 KB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.mp4 6.18 MB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pdf 814.69 KB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pptx 1.13 MB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.srt 7.9 KB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.txt 4.8 KB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.mp4 4.09 MB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pdf 628.23 KB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pptx 641.56 KB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.srt 5.93 KB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.txt 4.06 KB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.mp4 11.38 MB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pdf 632.86 KB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pptx 707.01 KB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.srt 10.4 KB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.txt 7.16 KB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.mp4 15.72 MB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pdf 623.25 KB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pptx 662.92 KB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.srt 18.04 KB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.txt 12.36 KB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.mp4 11.54 MB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pdf 691.65 KB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pptx 703.21 KB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.srt 10.96 KB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.txt 7.43 KB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.mp4 6.56 MB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pdf 673.85 KB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pptx 748.5 KB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.srt 8.51 KB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.txt 5.85 KB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.mp4 9.56 MB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.pdf 1.18 MB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.pptx 1.62 MB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.srt 9.26 KB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.txt 6.38 KB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.mp4 13.18 MB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pdf 764.68 KB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pptx 859.72 KB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.srt 18.07 KB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.txt 12.35 KB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.mp4 10.58 MB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.pdf 756.38 KB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.pptx 779.63 KB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.srt 16.82 KB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.txt 16.82 KB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.mp4 18.65 MB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.pdf 825.67 KB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.pptx 1.17 MB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.srt 19.94 KB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.txt 13.63 KB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.mp4 14.53 MB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.pdf 652.26 KB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.pptx 647.92 KB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.srt 14.62 KB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.txt 10.01 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.mp4 7.92 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.pdf 621.01 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.pptx 608.59 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.srt 9.85 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.txt 6.75 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.mp4 16.66 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pdf 730.66 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pptx 679.35 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.srt 21.84 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.txt 14.94 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.mp4 13.46 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.pdf 786.01 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.pptx 755.09 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.srt 15.61 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.txt 10.71 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.mp4 7.8 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.pdf 636.27 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.pptx 596.17 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.srt 9.5 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.txt 6.48 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.mp4 12.22 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.pdf 592.49 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.pptx 618.49 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.srt 14.3 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.txt 9.8 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/06_Maximizing_the_Likelihood_10-29.mp4 9.83 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/06_Maximizing_the_Likelihood_10-29.pdf 1.48 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/06_Maximizing_the_Likelihood_10-29.pptx 1.46 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/06_Maximizing_the_Likelihood_10-29.srt 12.53 KB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/06_Maximizing_the_Likelihood_10-29.txt 8.59 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/01_Introduction_to_Information_Extraction_9-18.mp4 9.39 MB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/01_Introduction_to_Information_Extraction_9-18.pdf 663.31 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/01_Introduction_to_Information_Extraction_9-18.pptx 729.41 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/01_Introduction_to_Information_Extraction_9-18.srt 11.62 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/01_Introduction_to_Information_Extraction_9-18.txt 7.97 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/02_Evaluation_of_Named_Entity_Recognition_6-34.mp4 6.75 MB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/02_Evaluation_of_Named_Entity_Recognition_6-34.pdf 570.05 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/02_Evaluation_of_Named_Entity_Recognition_6-34.pptx 597.93 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/02_Evaluation_of_Named_Entity_Recognition_6-34.srt 7.56 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/02_Evaluation_of_Named_Entity_Recognition_6-34.txt 5.19 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/03_Sequence_Models_for_Named_Entity_Recognition_15-05.mp4 14.15 MB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/03_Sequence_Models_for_Named_Entity_Recognition_15-05.pdf 738.78 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/03_Sequence_Models_for_Named_Entity_Recognition_15-05.pptx 709.98 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/03_Sequence_Models_for_Named_Entity_Recognition_15-05.srt 17.98 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/03_Sequence_Models_for_Named_Entity_Recognition_15-05.txt 12.3 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/04_Maximum_Entropy_Sequence_Models_13-01.mp4 13.3 MB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/04_Maximum_Entropy_Sequence_Models_13-01.pdf 717.76 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/04_Maximum_Entropy_Sequence_Models_13-01.pptx 705.94 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/04_Maximum_Entropy_Sequence_Models_13-01.srt 16.81 KB
09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/04_Maximum_Entropy_Sequence_Models_13-01.txt 11.5 KB
10_Week_4_-_Relation_Extraction/01_What_is_Relation_Extraction_9-47.mp4 10.19 MB
10_Week_4_-_Relation_Extraction/01_What_is_Relation_Extraction_9-47.pdf 1.11 MB
10_Week_4_-_Relation_Extraction/01_What_is_Relation_Extraction_9-47.pptx 1.3 MB
10_Week_4_-_Relation_Extraction/01_What_is_Relation_Extraction_9-47.srt 13.44 KB
10_Week_4_-_Relation_Extraction/01_What_is_Relation_Extraction_9-47.txt 9.21 KB
10_Week_4_-_Relation_Extraction/02_Using_Patterns_to_Extract_Relations_6-17.mp4 6.08 MB
10_Week_4_-_Relation_Extraction/02_Using_Patterns_to_Extract_Relations_6-17.pdf 3.02 MB
10_Week_4_-_Relation_Extraction/02_Using_Patterns_to_Extract_Relations_6-17.pptx 745.76 KB
10_Week_4_-_Relation_Extraction/02_Using_Patterns_to_Extract_Relations_6-17.srt 8.96 KB
10_Week_4_-_Relation_Extraction/02_Using_Patterns_to_Extract_Relations_6-17.txt 6.16 KB
10_Week_4_-_Relation_Extraction/03_Supervised_Relation_Extraction_10-51.mp4 10.31 MB
10_Week_4_-_Relation_Extraction/03_Supervised_Relation_Extraction_10-51.pdf 3.91 MB
10_Week_4_-_Relation_Extraction/03_Supervised_Relation_Extraction_10-51.pptx 891.77 KB
10_Week_4_-_Relation_Extraction/03_Supervised_Relation_Extraction_10-51.srt 16.21 KB
10_Week_4_-_Relation_Extraction/03_Supervised_Relation_Extraction_10-51.txt 11.12 KB
10_Week_4_-_Relation_Extraction/04_Semi-Supervised_and_Unsupervised_Relation_Extraction_9-53.mp4 10.06 MB
10_Week_4_-_Relation_Extraction/04_Semi-Supervised_and_Unsupervised_Relation_Extraction_9-53.pdf 3.3 MB
10_Week_4_-_Relation_Extraction/04_Semi-Supervised_and_Unsupervised_Relation_Extraction_9-53.pptx 700.12 KB
10_Week_4_-_Relation_Extraction/04_Semi-Supervised_and_Unsupervised_Relation_Extraction_9-53.srt 14.43 KB
10_Week_4_-_Relation_Extraction/04_Semi-Supervised_and_Unsupervised_Relation_Extraction_9-53.txt 9.9 KB
11_Week_5_-_Advanced_Maximum_Entropy_Models/01_The_Maximum_Entropy_Model_Presentation_12-14.mp4 17.28 MB
11_Week_5_-_Advanced_Maximum_Entropy_Models/01_The_Maximum_Entropy_Model_Presentation_12-14.pdf 1.06 MB
11_Week_5_-_Advanced_Maximum_Entropy_Models/01_The_Maximum_Entropy_Model_Presentation_12-14.pptx 1.1 MB
11_Week_5_-_Advanced_Maximum_Entropy_Models/01_The_Maximum_Entropy_Model_Presentation_12-14.srt 15.06 KB
11_Week_5_-_Advanced_Maximum_Entropy_Models/01_The_Maximum_Entropy_Model_Presentation_12-14.txt 10.27 KB
11_Week_5_-_Advanced_Maximum_Entropy_Models/02_Feature_Overlap-Feature_Interaction_12-51.mp4 12.63 MB
11_Week_5_-_Advanced_Maximum_Entropy_Models/02_Feature_Overlap-Feature_Interaction_12-51.pdf 612.63 KB
11_Week_5_-_Advanced_Maximum_Entropy_Models/02_Feature_Overlap-Feature_Interaction_12-51.pptx 643.79 KB
11_Week_5_-_Advanced_Maximum_Entropy_Models/02_Feature_Overlap-Feature_Interaction_12-51.srt 16.23 KB
11_Week_5_-_Advanced_Maximum_Entropy_Models/02_Feature_Overlap-Feature_Interaction_12-51.txt 11.14 KB
11_Week_5_-_Advanced_Maximum_Entropy_Models/03_Conditional_Maxent_Models_for_Classification_4-11.mp4 4.79 MB
11_Week_5_-_Advanced_Maximum_Entropy_Models/03_Conditional_Maxent_Models_for_Classification_4-11.pdf 742.31 KB
11_Week_5_-_Advanced_Maximum_Entropy_Models/03_Conditional_Maxent_Models_for_Classification_4-11.pptx 751.63 KB
11_Week_5_-_Advanced_Maximum_Entropy_Models/03_Conditional_Maxent_Models_for_Classification_4-11.srt 4.98 KB
11_Week_5_-_Advanced_Maximum_Entropy_Models/03_Conditional_Maxent_Models_for_Classification_4-11.txt 3.41 KB
11_Week_5_-_Advanced_Maximum_Entropy_Models/04_Smoothing-Regularization-Priors_for_Maxent_Models_29-24.mp4 28.8 MB
11_Week_5_-_Advanced_Maximum_Entropy_Models/04_Smoothing-Regularization-Priors_for_Maxent_Models_29-24.pdf 1.15 MB
11_Week_5_-_Advanced_Maximum_Entropy_Models/04_Smoothing-Regularization-Priors_for_Maxent_Models_29-24.pptx 1.22 MB
11_Week_5_-_Advanced_Maximum_Entropy_Models/04_Smoothing-Regularization-Priors_for_Maxent_Models_29-24.srt 36.6 KB
11_Week_5_-_Advanced_Maximum_Entropy_Models/04_Smoothing-Regularization-Priors_for_Maxent_Models_29-24.txt 25.02 KB
12_Week_5_-_POS_Tagging/01_An_Intro_to_Parts_of_Speech_and_POS_Tagging_13-19.mp4 11.88 MB
12_Week_5_-_POS_Tagging/01_An_Intro_to_Parts_of_Speech_and_POS_Tagging_13-19.pdf 650.35 KB
12_Week_5_-_POS_Tagging/01_An_Intro_to_Parts_of_Speech_and_POS_Tagging_13-19.pptx 619.27 KB
12_Week_5_-_POS_Tagging/01_An_Intro_to_Parts_of_Speech_and_POS_Tagging_13-19.srt 17.46 KB
12_Week_5_-_POS_Tagging/01_An_Intro_to_Parts_of_Speech_and_POS_Tagging_13-19.txt 11.97 KB
12_Week_5_-_POS_Tagging/02_Some_Methods_and_Results_on_Sequence_Models_for_POS_Tagging_13-04.mp4 12.82 MB
12_Week_5_-_POS_Tagging/02_Some_Methods_and_Results_on_Sequence_Models_for_POS_Tagging_13-04.pdf 652.7 KB
12_Week_5_-_POS_Tagging/02_Some_Methods_and_Results_on_Sequence_Models_for_POS_Tagging_13-04.pptx 610.52 KB
12_Week_5_-_POS_Tagging/02_Some_Methods_and_Results_on_Sequence_Models_for_POS_Tagging_13-04.srt 16.85 KB
12_Week_5_-_POS_Tagging/02_Some_Methods_and_Results_on_Sequence_Models_for_POS_Tagging_13-04.txt 11.57 KB
13_Week_5_-_Parsing_Introduction/01_Syntactic_Structure-_Constituency_vs_Dependency_8-46.mp4 8.96 MB
13_Week_5_-_Parsing_Introduction/01_Syntactic_Structure-_Constituency_vs_Dependency_8-46.pdf 730.87 KB
13_Week_5_-_Parsing_Introduction/01_Syntactic_Structure-_Constituency_vs_Dependency_8-46.pptx 694.68 KB
13_Week_5_-_Parsing_Introduction/01_Syntactic_Structure-_Constituency_vs_Dependency_8-46.srt 10.57 KB
13_Week_5_-_Parsing_Introduction/01_Syntactic_Structure-_Constituency_vs_Dependency_8-46.txt 7.26 KB
13_Week_5_-_Parsing_Introduction/02_Empirical-Data-Driven_Approach_to_Parsing_7-11.mp4 7.24 MB
13_Week_5_-_Parsing_Introduction/02_Empirical-Data-Driven_Approach_to_Parsing_7-11.pdf 607.93 KB
13_Week_5_-_Parsing_Introduction/02_Empirical-Data-Driven_Approach_to_Parsing_7-11.pptx 644.63 KB
13_Week_5_-_Parsing_Introduction/02_Empirical-Data-Driven_Approach_to_Parsing_7-11.srt 9.2 KB
13_Week_5_-_Parsing_Introduction/02_Empirical-Data-Driven_Approach_to_Parsing_7-11.txt 6.32 KB
13_Week_5_-_Parsing_Introduction/03_The_Exponential_Problem_in_Parsing_14-30.mp4 14.87 MB
13_Week_5_-_Parsing_Introduction/03_The_Exponential_Problem_in_Parsing_14-30.pdf 726.17 KB
13_Week_5_-_Parsing_Introduction/03_The_Exponential_Problem_in_Parsing_14-30.pptx 775.77 KB
13_Week_5_-_Parsing_Introduction/03_The_Exponential_Problem_in_Parsing_14-30.srt 16.88 KB
13_Week_5_-_Parsing_Introduction/03_The_Exponential_Problem_in_Parsing_14-30.txt 11.57 KB
14_Week_5_-_Instructor_Chat/01_Instructor_Chat_9-02.mp4 23.78 MB
15_Week_6_-_Probabilistic_Parsing/01_CFGs_and_PCFGs_15-29.mp4 16.65 MB
15_Week_6_-_Probabilistic_Parsing/01_CFGs_and_PCFGs_15-29.pdf 803.16 KB
15_Week_6_-_Probabilistic_Parsing/01_CFGs_and_PCFGs_15-29.pptx 894.21 KB
15_Week_6_-_Probabilistic_Parsing/01_CFGs_and_PCFGs_15-29.srt 18.24 KB
15_Week_6_-_Probabilistic_Parsing/01_CFGs_and_PCFGs_15-29.txt 12.48 KB
15_Week_6_-_Probabilistic_Parsing/02_Grammar_Transforms_12-05.mp4 12.05 MB
15_Week_6_-_Probabilistic_Parsing/02_Grammar_Transforms_12-05.pdf 724.83 KB
15_Week_6_-_Probabilistic_Parsing/02_Grammar_Transforms_12-05.pptx 733.76 KB
15_Week_6_-_Probabilistic_Parsing/02_Grammar_Transforms_12-05.srt 15.22 KB
15_Week_6_-_Probabilistic_Parsing/02_Grammar_Transforms_12-05.txt 10.47 KB
15_Week_6_-_Probabilistic_Parsing/03_CKY_Parsing_23-25.mp4 26.18 MB
15_Week_6_-_Probabilistic_Parsing/03_CKY_Parsing_23-25.pdf 652.45 KB
15_Week_6_-_Probabilistic_Parsing/03_CKY_Parsing_23-25.pptx 632.11 KB
15_Week_6_-_Probabilistic_Parsing/03_CKY_Parsing_23-25.srt 25.8 KB
15_Week_6_-_Probabilistic_Parsing/03_CKY_Parsing_23-25.txt 17.56 KB
15_Week_6_-_Probabilistic_Parsing/04_CKY_Example_21-52.mp4 23.44 MB
15_Week_6_-_Probabilistic_Parsing/04_CKY_Example_21-52.pdf 626.79 KB
15_Week_6_-_Probabilistic_Parsing/04_CKY_Example_21-52.pptx 677.64 KB
15_Week_6_-_Probabilistic_Parsing/04_CKY_Example_21-52.srt 23.22 KB
15_Week_6_-_Probabilistic_Parsing/04_CKY_Example_21-52.txt 15.9 KB
15_Week_6_-_Probabilistic_Parsing/05_Constituency_Parser_Evaluation_9-45.mp4 10.66 MB
15_Week_6_-_Probabilistic_Parsing/05_Constituency_Parser_Evaluation_9-45.pdf 686.36 KB
15_Week_6_-_Probabilistic_Parsing/05_Constituency_Parser_Evaluation_9-45.pptx 725.48 KB
15_Week_6_-_Probabilistic_Parsing/05_Constituency_Parser_Evaluation_9-45.srt 11.79 KB
15_Week_6_-_Probabilistic_Parsing/05_Constituency_Parser_Evaluation_9-45.txt 8.11 KB
16_Week_6_-_Lexicalized_Parsing/01_Lexicalization_of_PCFGs_7-03.mp4 7.12 MB
16_Week_6_-_Lexicalized_Parsing/01_Lexicalization_of_PCFGs_7-03.pdf 652.4 KB
16_Week_6_-_Lexicalized_Parsing/01_Lexicalization_of_PCFGs_7-03.pptx 830.85 KB
16_Week_6_-_Lexicalized_Parsing/01_Lexicalization_of_PCFGs_7-03.srt 8.16 KB
16_Week_6_-_Lexicalized_Parsing/01_Lexicalization_of_PCFGs_7-03.txt 5.6 KB
16_Week_6_-_Lexicalized_Parsing/02_Charniaks_Model_18-23.mp4 18.96 MB
16_Week_6_-_Lexicalized_Parsing/02_Charniaks_Model_18-23.pdf 828.97 KB
16_Week_6_-_Lexicalized_Parsing/02_Charniaks_Model_18-23.pptx 1005.29 KB
16_Week_6_-_Lexicalized_Parsing/02_Charniaks_Model_18-23.srt 22 KB
16_Week_6_-_Lexicalized_Parsing/02_Charniaks_Model_18-23.txt 15.06 KB
16_Week_6_-_Lexicalized_Parsing/03_PCFG_Independence_Assumptions_9-44.mp4 9.83 MB
16_Week_6_-_Lexicalized_Parsing/03_PCFG_Independence_Assumptions_9-44.pdf 675.13 KB
16_Week_6_-_Lexicalized_Parsing/03_PCFG_Independence_Assumptions_9-44.pptx 903.86 KB
16_Week_6_-_Lexicalized_Parsing/03_PCFG_Independence_Assumptions_9-44.srt 11.52 KB
16_Week_6_-_Lexicalized_Parsing/03_PCFG_Independence_Assumptions_9-44.txt 7.88 KB
16_Week_6_-_Lexicalized_Parsing/04_The_Return_of_Unlexicalized_PCFGs_20-53.mp4 21.22 MB
16_Week_6_-_Lexicalized_Parsing/04_The_Return_of_Unlexicalized_PCFGs_20-53.pdf 854.9 KB
16_Week_6_-_Lexicalized_Parsing/04_The_Return_of_Unlexicalized_PCFGs_20-53.pptx 1.31 MB
16_Week_6_-_Lexicalized_Parsing/04_The_Return_of_Unlexicalized_PCFGs_20-53.srt 23.98 KB
16_Week_6_-_Lexicalized_Parsing/04_The_Return_of_Unlexicalized_PCFGs_20-53.txt 16.37 KB
16_Week_6_-_Lexicalized_Parsing/05_Latent_Variable_PCFGs_12-07.mp4 12.55 MB
16_Week_6_-_Lexicalized_Parsing/05_Latent_Variable_PCFGs_12-07.pdf 867.04 KB
16_Week_6_-_Lexicalized_Parsing/05_Latent_Variable_PCFGs_12-07.pptx 869.24 KB
16_Week_6_-_Lexicalized_Parsing/05_Latent_Variable_PCFGs_12-07.srt 14.61 KB
16_Week_6_-_Lexicalized_Parsing/05_Latent_Variable_PCFGs_12-07.txt 10 KB
17_Week_6_-_Dependency_Parsing_Optional/01_Dependency_Parsing_Introduction_10-25.mp4 11.15 MB
17_Week_6_-_Dependency_Parsing_Optional/01_Dependency_Parsing_Introduction_10-25.pdf 669.82 KB
17_Week_6_-_Dependency_Parsing_Optional/01_Dependency_Parsing_Introduction_10-25.pptx 793.9 KB
17_Week_6_-_Dependency_Parsing_Optional/01_Dependency_Parsing_Introduction_10-25.srt 12.8 KB
17_Week_6_-_Dependency_Parsing_Optional/01_Dependency_Parsing_Introduction_10-25.txt 8.75 KB
17_Week_6_-_Dependency_Parsing_Optional/02_Greedy_Transition-Based_Parsing_31-05.mp4 31.36 MB
17_Week_6_-_Dependency_Parsing_Optional/02_Greedy_Transition-Based_Parsing_31-05.pdf 687.52 KB
17_Week_6_-_Dependency_Parsing_Optional/02_Greedy_Transition-Based_Parsing_31-05.pptx 766.06 KB
17_Week_6_-_Dependency_Parsing_Optional/02_Greedy_Transition-Based_Parsing_31-05.srt 37.51 KB
17_Week_6_-_Dependency_Parsing_Optional/02_Greedy_Transition-Based_Parsing_31-05.txt 25.59 KB
17_Week_6_-_Dependency_Parsing_Optional/03_Dependencies_Encode_Relational_Structure_7-20.mp4 7.24 MB
17_Week_6_-_Dependency_Parsing_Optional/03_Dependencies_Encode_Relational_Structure_7-20.pdf 727.85 KB
17_Week_6_-_Dependency_Parsing_Optional/03_Dependencies_Encode_Relational_Structure_7-20.pptx 814.83 KB
17_Week_6_-_Dependency_Parsing_Optional/03_Dependencies_Encode_Relational_Structure_7-20.srt 9.09 KB
17_Week_6_-_Dependency_Parsing_Optional/03_Dependencies_Encode_Relational_Structure_7-20.txt 5.92 KB
18_Week_7_-_Information_Retrieval/01_Introduction_to_Information_Retrieval_9-16.mp4 9.06 MB
18_Week_7_-_Information_Retrieval/01_Introduction_to_Information_Retrieval_9-16.pdf 212.52 KB
18_Week_7_-_Information_Retrieval/01_Introduction_to_Information_Retrieval_9-16.pptx 135.31 KB
18_Week_7_-_Information_Retrieval/01_Introduction_to_Information_Retrieval_9-16.srt 12.08 KB
18_Week_7_-_Information_Retrieval/01_Introduction_to_Information_Retrieval_9-16.txt 8.25 KB
18_Week_7_-_Information_Retrieval/02_Term-Document_Incidence_Matrices_8-59.mp4 9.02 MB
18_Week_7_-_Information_Retrieval/02_Term-Document_Incidence_Matrices_8-59.pdf 760.98 KB
18_Week_7_-_Information_Retrieval/02_Term-Document_Incidence_Matrices_8-59.pptx 690.33 KB
18_Week_7_-_Information_Retrieval/02_Term-Document_Incidence_Matrices_8-59.srt 10.72 KB
18_Week_7_-_Information_Retrieval/02_Term-Document_Incidence_Matrices_8-59.txt 7.33 KB
18_Week_7_-_Information_Retrieval/03_The_Inverted_Index_10-42.mp4 10.71 MB
18_Week_7_-_Information_Retrieval/03_The_Inverted_Index_10-42.pdf 290.71 KB
18_Week_7_-_Information_Retrieval/03_The_Inverted_Index_10-42.pptx 399.2 KB
18_Week_7_-_Information_Retrieval/03_The_Inverted_Index_10-42.srt 13.12 KB
18_Week_7_-_Information_Retrieval/03_The_Inverted_Index_10-42.txt 9 KB
18_Week_7_-_Information_Retrieval/04_Query_Processing_with_the_Inverted_Index_6-43.mp4 6.74 MB
18_Week_7_-_Information_Retrieval/04_Query_Processing_with_the_Inverted_Index_6-43.pdf 177.58 KB
18_Week_7_-_Information_Retrieval/04_Query_Processing_with_the_Inverted_Index_6-43.pptx 159.84 KB
18_Week_7_-_Information_Retrieval/04_Query_Processing_with_the_Inverted_Index_6-43.srt 7.3 KB
18_Week_7_-_Information_Retrieval/04_Query_Processing_with_the_Inverted_Index_6-43.txt 5.03 KB
18_Week_7_-_Information_Retrieval/05_Phrase_Queries_and_Positional_Indexes_19-45.mp4 20.6 MB
18_Week_7_-_Information_Retrieval/05_Phrase_Queries_and_Positional_Indexes_19-45.pdf 139.49 KB
18_Week_7_-_Information_Retrieval/05_Phrase_Queries_and_Positional_Indexes_19-45.pptx 87.51 KB
18_Week_7_-_Information_Retrieval/05_Phrase_Queries_and_Positional_Indexes_19-45.srt 23.07 KB
18_Week_7_-_Information_Retrieval/05_Phrase_Queries_and_Positional_Indexes_19-45.txt 15.94 KB
19_Week_7_-_Ranked_Information_Retrieval/01_Introducing_Ranked_Retrieval_4-27.mp4 4.58 MB
19_Week_7_-_Ranked_Information_Retrieval/01_Introducing_Ranked_Retrieval_4-27.pdf 75.75 KB
19_Week_7_-_Ranked_Information_Retrieval/01_Introducing_Ranked_Retrieval_4-27.pptx 76.92 KB
19_Week_7_-_Ranked_Information_Retrieval/01_Introducing_Ranked_Retrieval_4-27.srt 5.98 KB
19_Week_7_-_Ranked_Information_Retrieval/01_Introducing_Ranked_Retrieval_4-27.txt 4.12 KB
19_Week_7_-_Ranked_Information_Retrieval/02_Scoring_with_the_Jaccard_Coefficient_5-06.mp4 5.39 MB
19_Week_7_-_Ranked_Information_Retrieval/02_Scoring_with_the_Jaccard_Coefficient_5-06.pdf 82.3 KB
19_Week_7_-_Ranked_Information_Retrieval/02_Scoring_with_the_Jaccard_Coefficient_5-06.pptx 66.98 KB
19_Week_7_-_Ranked_Information_Retrieval/02_Scoring_with_the_Jaccard_Coefficient_5-06.srt 6.07 KB
19_Week_7_-_Ranked_Information_Retrieval/02_Scoring_with_the_Jaccard_Coefficient_5-06.txt 4.17 KB
19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.mp4 6.36 MB
19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.pdf 185.01 KB
19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.pptx 93.83 KB
19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.srt 7.36 KB
19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.txt 5.06 KB
19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.mp4 11.12 MB
19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.pdf 138.04 KB
19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.pptx 90.79 KB
19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.srt 12.37 KB
19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.txt 8.51 KB
19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.mp4 4.1 MB
19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.pdf 132.87 KB
19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.pptx 100.5 KB
19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.srt 4.14 KB
19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.txt 2.85 KB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.mp4 16.93 MB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.pdf 252.5 KB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.pptx 200.41 KB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.srt 19.62 KB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.txt 13.42 KB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.mp4 13.23 MB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.pdf 159.95 KB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.pptx 140.58 KB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.srt 15.44 KB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.txt 10.57 KB
19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.mp4 8.82 MB
19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.pdf 90.18 KB
19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.pptx 63.03 KB
19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.srt 11.2 KB
19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.txt 7.71 KB
20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.mp4 14.89 MB
20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.pdf 630.09 KB
20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.pptx 665.4 KB
20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.srt 15.24 KB
20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.txt 10.37 KB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.mp4 8.75 MB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.pdf 1.16 MB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.pptx 1.46 MB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.srt 7.69 KB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.txt 5.21 KB
20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.mp4 20.24 MB
20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.pdf 888.01 KB
20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.pptx 1.09 MB
20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.srt 22.85 KB
20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.txt 15.54 KB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.mp4 15.03 MB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.pdf 1.22 MB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.pptx 2.2 MB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.srt 17.47 KB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.txt 11.94 KB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.mp4 9.46 MB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.pdf 770.59 KB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.pptx 1.03 MB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.srt 11.04 KB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.txt 7.58 KB
21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.mp4 8.89 MB
21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.pdf 956.91 KB
21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.pptx 1.15 MB
21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.srt 10.37 KB
21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.txt 7.09 KB
21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.mp4 10.12 MB
21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.pdf 962.07 KB
21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.pptx 1.04 MB
21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.srt 12.49 KB
21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.txt 8.55 KB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.mp4 7.68 MB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.pdf 722.58 KB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.pptx 821.68 KB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.srt 9.45 KB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.txt 6.49 KB
21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.mp4 5.27 MB
21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.pdf 666.21 KB
21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.pptx 764.85 KB
21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.srt 6.45 KB
21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.txt 4.4 KB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.mp4 6.17 MB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.pdf 710.37 KB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.pptx 819.18 KB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.srt 6.86 KB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.txt 4.71 KB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.mp4 6.02 MB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.pdf 748.65 KB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.pptx 844.57 KB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.srt 7 KB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.txt 4.77 KB
22_Week_8_-_Summarization/02_Generating_Snippets.mp4 9.61 MB
22_Week_8_-_Summarization/02_Generating_Snippets.pdf 894.77 KB
22_Week_8_-_Summarization/02_Generating_Snippets.pptx 1.08 MB
22_Week_8_-_Summarization/02_Generating_Snippets.srt 11.28 KB
22_Week_8_-_Summarization/02_Generating_Snippets.txt 7.75 KB
22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.mp4 6.53 MB
22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.pdf 605.98 KB
22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.pptx 691.71 KB
22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.srt 6.4 KB
22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.txt 4.39 KB
22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.mp4 13.4 MB
22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.pdf 953.17 KB
22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.pptx 1.07 MB
22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.srt 15.93 KB
22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.txt 10.92 KB
23_Week_8_-_Instructor_Chat_II/01_Instructor_Chat_II_5-23.mp4 18.63 MB
23_Week_8_-_Instructor_Chat_II/01_Instructor_Chat_II_5-23.srt 9.14 KB
23_Week_8_-_Instructor_Chat_II/01_Instructor_Chat_II_5-23.txt 5.97 KB
entered_login.html 1.31 MB
Download Info
-
Tips
“nlp” Its related downloads are collected from the DHT sharing network, the site will be 24 hours of real-time updates, to ensure that you get the latest resources.This site is not responsible for the authenticity of the resources, please pay attention to screening.If found bad resources, please send a report below the right, we will be the first time shielding.
-
DMCA Notice and Takedown Procedure
If this resource infringes your copyright, please email([email protected]) us or leave your message here ! we will block the download link as soon as possiable.