[Coursera] Natural Language Processing (Stanford University) (nlp)
Stanford University

nlp (503 files)
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
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Type: Course
Tags:Coursera, nlp

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


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