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File Name
Size
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.mp4
12 MB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pdf
2.6 MB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pptx
2.0 MB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.srt
18 kB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.txt
12 kB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.mp4
11 MB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.pdf
652 kB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.pptx
698 kB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.srt
14 kB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.txt
9.9 kB
02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.mp4
8.0 MB
02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.srt
7.7 kB
02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.txt
5.3 kB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.mp4
12 MB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.pdf
671 kB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.pptx
670 kB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.srt
20 kB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.txt
13 kB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.mp4
10 MB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pdf
617 kB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pptx
658 kB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.srt
14 kB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.txt
9.8 kB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.mp4
5.0 MB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.pdf
611 kB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.pptx
669 kB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.srt
7.6 kB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.txt
5.2 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
647 kB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.pptx
699 kB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.srt
8.7 kB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.txt
6.0 kB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.mp4
5.4 MB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.pdf
610 kB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.pptx
694 kB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.srt
6.7 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
5.5 MB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pdf
712 kB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pptx
769 kB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.srt
7.0 kB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.txt
4.8 kB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.mp4
2.8 MB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pdf
916 kB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pptx
923 kB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.srt
3.8 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
9.0 MB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pdf
673 kB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pptx
698 kB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.srt
11 kB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.txt
7.6 kB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.mp4
7.6 MB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pdf
749 kB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pptx
852 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
8.2 kB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.mp4
9.5 MB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pdf
810 kB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pptx
942 kB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.srt
12 kB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.txt
8.0 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
620 kB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.pptx
674 kB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.srt
15 kB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.txt
10 kB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.mp4
4.7 MB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pdf
830 kB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pptx
850 kB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.srt
7.0 kB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.txt
4.9 kB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.mp4
6.0 MB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pdf
841 kB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pptx
900 kB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.srt
8.0 kB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.txt
5.5 kB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.mp4
9.4 MB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pdf
740 kB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pptx
869 kB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.srt
21 kB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.txt
21 kB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.mp4
13 MB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pdf
776 kB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pptx
973 kB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.srt
20 kB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.txt
14 kB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.mp4
8.4 MB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pdf
817 kB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pptx
1.1 MB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.srt
13 kB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.txt
8.8 kB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.mp4
4.8 MB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pdf
754 kB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pptx
918 kB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.srt
12 kB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.txt
12 kB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.mp4
18 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
1021 kB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.srt
53 kB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.txt
53 kB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.mp4
8.6 MB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pdf
786 kB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pptx
818 kB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.srt
18 kB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.txt
18 kB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.mp4
6.6 MB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pdf
576 kB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pptx
838 kB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.srt
16 kB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.txt
16 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
782 kB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.pptx
896 kB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.srt
10 kB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.txt
7.0 kB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.mp4
3.2 MB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.pdf
664 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
4.5 kB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.txt
3.1 kB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.mp4
8.2 MB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pdf
1.0 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 kB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.txt
8.0 kB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.mp4
6.2 MB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pdf
815 kB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pptx
1.1 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
4.1 MB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pdf
628 kB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pptx
642 kB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.srt
5.9 kB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.txt
4.1 kB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.mp4
11 MB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pdf
633 kB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pptx
707 kB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.srt
10 kB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.txt
7.2 kB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.mp4
16 MB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pdf
623 kB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pptx
663 kB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.srt
18 kB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.txt
12 kB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.mp4
12 MB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pdf
692 kB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pptx
703 kB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.srt
11 kB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.txt
7.4 kB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.mp4
6.6 MB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pdf
674 kB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pptx
748 kB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.srt
8.5 kB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.txt
5.8 kB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.mp4
9.6 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
1.6 MB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.srt
9.3 kB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.txt
6.4 kB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.mp4
13 MB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pdf
765 kB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pptx
860 kB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.srt
18 kB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.txt
12 kB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.mp4
11 MB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.pdf
756 kB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.pptx
780 kB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.srt
17 kB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.txt
17 kB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.mp4
19 MB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.pdf
826 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 kB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.txt
14 kB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.mp4
14 MB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.pdf
652 kB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.pptx
648 kB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.srt
15 kB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.txt
10 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.mp4
7.9 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.pdf
621 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.pptx
609 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.srt
9.8 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.txt
6.8 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.mp4
17 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pdf
731 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pptx
679 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.srt
22 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.txt
15 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.mp4
14 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.pdf
786 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.pptx
755 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.srt
16 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.txt
11 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 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.pptx
596 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
6.5 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.mp4
12 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.pdf
592 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.pptx
618 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.srt
14 kB
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19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.mp4
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19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.pptx
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19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.txt
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19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.mp4
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19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.pdf
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20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.mp4
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21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.mp4
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21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.mp4
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22_Week_8_-_Summarization/01_Introduction_to_Summarization.mp4
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22_Week_8_-_Summarization/02_Generating_Snippets.mp4
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22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.mp4
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23_Week_8_-_Instructor_Chat_II/01_Instructor_Chat_II_5-23.mp4
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