[Coursera] Natural Language Processing (Stanford University) (nlp)
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nlp (503 files)
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.mp412.85MB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pdf2.76MB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pptx2.10MB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.srt18.76kB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.txt12.83kB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.mp411.37MB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.pdf668.03kB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.pptx714.42kB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.srt14.76kB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.txt10.12kB
02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.mp48.35MB
02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.srt7.91kB
02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.txt5.44kB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.mp413.07MB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.pdf687.46kB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.pptx686.37kB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.srt20.04kB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.txt13.73kB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.mp410.57MB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pdf631.56kB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pptx673.59kB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.srt14.59kB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.txt10.03kB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.mp45.21MB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.pdf625.41kB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.pptx684.93kB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.srt7.77kB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.txt5.34kB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.mp46.92MB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.pdf662.36kB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.pptx716.16kB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.srt8.95kB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.txt6.15kB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.mp45.65MB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.pdf625.17kB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.pptx710.26kB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.srt6.85kB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.txt4.71kB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.mp45.80MB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pdf728.72kB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pptx787.83kB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.srt7.19kB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.txt4.94kB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.mp42.97MB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pdf938.20kB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pptx944.89kB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.srt3.85kB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.txt2.64kB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.mp49.38MB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pdf689.12kB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pptx714.85kB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.srt11.31kB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.txt7.77kB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.mp48.01MB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pdf766.56kB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pptx871.89kB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.srt12.29kB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.txt8.45kB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.mp49.94MB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pdf829.97kB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pptx965.07kB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.srt11.96kB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.txt8.24kB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.mp410.06MB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.pdf634.39kB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.pptx690.27kB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.srt15.52kB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.txt10.62kB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.mp44.90MB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pdf850.45kB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pptx870.86kB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.srt7.21kB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.txt4.97kB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.mp46.34MB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pdf860.80kB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pptx921.64kB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.srt8.22kB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.txt5.64kB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.mp49.83MB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pdf757.21kB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pptx889.70kB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.srt21.45kB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.txt21.45kB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.mp414.09MB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pdf794.41kB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pptx996.46kB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.srt20.38kB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.txt14.00kB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.mp48.85MB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pdf836.79kB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pptx1.20MB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.srt13.43kB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.txt9.02kB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.mp45.08MB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pdf771.90kB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pptx940.39kB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.srt12.53kB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.txt12.53kB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.mp418.65MB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pdf1.12MB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pptx1.05MB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.srt53.82kB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.txt53.82kB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.mp48.98MB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pdf804.31kB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pptx837.66kB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.srt18.65kB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.txt18.65kB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.mp46.93MB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pdf589.95kB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pptx857.83kB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.srt15.89kB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.txt15.90kB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.mp48.08MB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.pdf800.37kB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.pptx917.46kB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.srt10.50kB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.txt7.22kB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.mp43.41MB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.pdf679.47kB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.pptx669.70kB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.srt4.60kB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.txt3.16kB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.mp48.58MB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pdf1.06MB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pptx1.14MB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.srt12.01kB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.txt8.24kB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.mp46.49MB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pdf834.24kB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pptx1.18MB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.srt8.09kB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.txt4.92kB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.mp44.29MB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pdf643.31kB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pptx656.96kB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.srt6.07kB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.txt4.16kB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.mp411.94MB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pdf648.04kB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pptx723.98kB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.srt10.65kB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.txt7.33kB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.mp416.48MB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pdf638.21kB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pptx678.83kB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.srt18.47kB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.txt12.65kB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.mp412.11MB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pdf708.25kB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pptx720.09kB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.srt11.22kB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.txt7.61kB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.mp46.88MB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pdf690.02kB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pptx766.46kB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.srt8.72kB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.txt5.99kB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.mp410.02MB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.pdf1.24MB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.pptx1.70MB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.srt9.48kB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.txt6.53kB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.mp413.82MB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pdf783.03kB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pptx880.36kB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.srt18.51kB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.txt12.65kB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.mp411.09MB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.pdf774.53kB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.pptx798.34kB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.srt17.22kB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.txt17.22kB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.mp419.56MB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.pdf845.48kB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.pptx1.23MB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.srt20.42kB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.txt13.96kB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.mp415.23MB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.pdf667.92kB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.pptx663.47kB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.srt14.97kB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.txt10.26kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.mp48.31MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.pdf635.91kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.pptx623.19kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.srt10.08kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.txt6.91kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.mp417.47MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pdf748.19kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pptx695.65kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.srt22.37kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.txt15.30kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.mp414.11MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.pdf804.88kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.pptx773.21kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.srt15.99kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.txt10.97kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.mp48.17MB
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Type: Course
Tags: Coursera, nlp

Bibtex:
@article{,
    title = {[Coursera] Natural Language Processing (Stanford University) (nlp)},
    author = {Stanford University}
    }