Coursera - Natural Language Processing

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  • Lectures/Week 1 - 01 Course Introduction/01_Course_Introduction_14-11.mp4 12.26 MB
    Lectures/Week 1 - 01 Course Introduction/01_Course_Introduction_14-11.pdf 2.63 MB
    Lectures/Week 1 - 01 Course Introduction/01_Course_Introduction_14-11.pptx 2 MB
    Lectures/Week 1 - 01 Course Introduction/01_Course_Introduction_14-11.srt 18.32 KB
    Lectures/Week 1 - 01 Course Introduction/01_Course_Introduction_14-11.txt 12.53 KB
    Lectures/Week 1 - 02 Basic Text Processing/01_Regular_Expressions_11-25.mp4 10.85 MB
    Lectures/Week 1 - 02 Basic Text Processing/01_Regular_Expressions_11-25.pdf 652.37 KB
    Lectures/Week 1 - 02 Basic Text Processing/01_Regular_Expressions_11-25.pptx 697.67 KB
    Lectures/Week 1 - 02 Basic Text Processing/01_Regular_Expressions_11-25.srt 14.41 KB
    Lectures/Week 1 - 02 Basic Text Processing/01_Regular_Expressions_11-25.txt 9.88 KB
    Lectures/Week 1 - 02 Basic Text Processing/02_Regular_Expressions_in_Practical_NLP_6-04.mp4 7.96 MB
    Lectures/Week 1 - 02 Basic Text Processing/02_Regular_Expressions_in_Practical_NLP_6-04.srt 7.72 KB
    Lectures/Week 1 - 02 Basic Text Processing/02_Regular_Expressions_in_Practical_NLP_6-04.txt 5.31 KB
    Lectures/Week 1 - 02 Basic Text Processing/03_Word_Tokenization_14-26.mp4 12.47 MB
    Lectures/Week 1 - 02 Basic Text Processing/03_Word_Tokenization_14-26.pdf 671.35 KB
    Lectures/Week 1 - 02 Basic Text Processing/03_Word_Tokenization_14-26.pptx 670.29 KB
    Lectures/Week 1 - 02 Basic Text Processing/03_Word_Tokenization_14-26.srt 19.57 KB
    Lectures/Week 1 - 02 Basic Text Processing/03_Word_Tokenization_14-26.txt 13.41 KB
    Lectures/Week 1 - 02 Basic Text Processing/04_Word_Normalization_and_Stemming_11-47.mp4 10.08 MB
    Lectures/Week 1 - 02 Basic Text Processing/04_Word_Normalization_and_Stemming_11-47.pdf 616.76 KB
    Lectures/Week 1 - 02 Basic Text Processing/04_Word_Normalization_and_Stemming_11-47.pptx 657.81 KB
    Lectures/Week 1 - 02 Basic Text Processing/04_Word_Normalization_and_Stemming_11-47.srt 14.25 KB
    Lectures/Week 1 - 02 Basic Text Processing/04_Word_Normalization_and_Stemming_11-47.txt 9.79 KB
    Lectures/Week 1 - 02 Basic Text Processing/05_Sentence_Segmentation_5-31.mp4 4.97 MB
    Lectures/Week 1 - 02 Basic Text Processing/05_Sentence_Segmentation_5-31.pdf 610.75 KB
    Lectures/Week 1 - 02 Basic Text Processing/05_Sentence_Segmentation_5-31.pptx 668.88 KB
    Lectures/Week 1 - 02 Basic Text Processing/05_Sentence_Segmentation_5-31.srt 7.59 KB
    Lectures/Week 1 - 02 Basic Text Processing/05_Sentence_Segmentation_5-31.txt 5.21 KB
    Lectures/Week 1 - 03 Edit Distance/01_Defining_Minimum_Edit_Distance_7-04.mp4 6.6 MB
    Lectures/Week 1 - 03 Edit Distance/01_Defining_Minimum_Edit_Distance_7-04.pdf 646.84 KB
    Lectures/Week 1 - 03 Edit Distance/01_Defining_Minimum_Edit_Distance_7-04.pptx 699.37 KB
    Lectures/Week 1 - 03 Edit Distance/01_Defining_Minimum_Edit_Distance_7-04.srt 8.74 KB
    Lectures/Week 1 - 03 Edit Distance/01_Defining_Minimum_Edit_Distance_7-04.txt 6 KB
    Lectures/Week 1 - 03 Edit Distance/02_Computing_Minimum_Edit_Distance_5-54.mp4 5.38 MB
    Lectures/Week 1 - 03 Edit Distance/02_Computing_Minimum_Edit_Distance_5-54.pdf 610.52 KB
    Lectures/Week 1 - 03 Edit Distance/02_Computing_Minimum_Edit_Distance_5-54.pptx 693.61 KB
    Lectures/Week 1 - 03 Edit Distance/02_Computing_Minimum_Edit_Distance_5-54.srt 6.69 KB
    Lectures/Week 1 - 03 Edit Distance/02_Computing_Minimum_Edit_Distance_5-54.txt 4.6 KB
    Lectures/Week 1 - 03 Edit Distance/03_Backtrace_for_Computing_Alignments_5-55.mp4 5.53 MB
    Lectures/Week 1 - 03 Edit Distance/03_Backtrace_for_Computing_Alignments_5-55.pdf 711.64 KB
    Lectures/Week 1 - 03 Edit Distance/03_Backtrace_for_Computing_Alignments_5-55.pptx 769.37 KB
    Lectures/Week 1 - 03 Edit Distance/03_Backtrace_for_Computing_Alignments_5-55.srt 7.02 KB
    Lectures/Week 1 - 03 Edit Distance/03_Backtrace_for_Computing_Alignments_5-55.txt 4.83 KB
    Lectures/Week 1 - 03 Edit Distance/04_Weighted_Minimum_Edit_Distance_2-47.mp4 2.83 MB
    Lectures/Week 1 - 03 Edit Distance/04_Weighted_Minimum_Edit_Distance_2-47.pdf 916.21 KB
    Lectures/Week 1 - 03 Edit Distance/04_Weighted_Minimum_Edit_Distance_2-47.pptx 922.74 KB
    Lectures/Week 1 - 03 Edit Distance/04_Weighted_Minimum_Edit_Distance_2-47.srt 3.76 KB
    Lectures/Week 1 - 03 Edit Distance/04_Weighted_Minimum_Edit_Distance_2-47.txt 2.58 KB
    Lectures/Week 1 - 03 Edit Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.mp4 8.95 MB
    Lectures/Week 1 - 03 Edit Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pdf 672.97 KB
    Lectures/Week 1 - 03 Edit Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pptx 698.09 KB
    Lectures/Week 1 - 03 Edit Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.srt 11.05 KB
    Lectures/Week 1 - 03 Edit Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.txt 7.59 KB
    Lectures/Week 2 - 04 Language Modeling/01_Introduction_to_N-grams_8-41.mp4 7.64 MB
    Lectures/Week 2 - 04 Language Modeling/01_Introduction_to_N-grams_8-41.pdf 748.59 KB
    Lectures/Week 2 - 04 Language Modeling/01_Introduction_to_N-grams_8-41.pptx 851.46 KB
    Lectures/Week 2 - 04 Language Modeling/01_Introduction_to_N-grams_8-41.srt 12 KB
    Lectures/Week 2 - 04 Language Modeling/01_Introduction_to_N-grams_8-41.txt 8.25 KB
    Lectures/Week 2 - 04 Language Modeling/02_Estimating_N-gram_Probabilities_9-38.mp4 9.48 MB
    Lectures/Week 2 - 04 Language Modeling/02_Estimating_N-gram_Probabilities_9-38.pdf 810.52 KB
    Lectures/Week 2 - 04 Language Modeling/02_Estimating_N-gram_Probabilities_9-38.pptx 942.46 KB
    Lectures/Week 2 - 04 Language Modeling/02_Estimating_N-gram_Probabilities_9-38.srt 11.68 KB
    Lectures/Week 2 - 04 Language Modeling/02_Estimating_N-gram_Probabilities_9-38.txt 8.04 KB
    Lectures/Week 2 - 04 Language Modeling/03_Evaluation_and_Perplexity_11-09.mp4 9.6 MB
    Lectures/Week 2 - 04 Language Modeling/03_Evaluation_and_Perplexity_11-09.pdf 619.52 KB
    Lectures/Week 2 - 04 Language Modeling/03_Evaluation_and_Perplexity_11-09.pptx 674.09 KB
    Lectures/Week 2 - 04 Language Modeling/03_Evaluation_and_Perplexity_11-09.srt 15.16 KB
    Lectures/Week 2 - 04 Language Modeling/03_Evaluation_and_Perplexity_11-09.txt 10.37 KB
    Lectures/Week 2 - 04 Language Modeling/04_Generalization_and_Zeros_5-15.mp4 4.67 MB
    Lectures/Week 2 - 04 Language Modeling/04_Generalization_and_Zeros_5-15.pdf 830.52 KB
    Lectures/Week 2 - 04 Language Modeling/04_Generalization_and_Zeros_5-15.pptx 850.45 KB
    Lectures/Week 2 - 04 Language Modeling/04_Generalization_and_Zeros_5-15.srt 7.04 KB
    Lectures/Week 2 - 04 Language Modeling/04_Generalization_and_Zeros_5-15.txt 4.85 KB
    Lectures/Week 2 - 04 Language Modeling/05_Smoothing-_Add-One_6-30.mp4 6.04 MB
    Lectures/Week 2 - 04 Language Modeling/05_Smoothing-_Add-One_6-30.pdf 840.63 KB
    Lectures/Week 2 - 04 Language Modeling/05_Smoothing-_Add-One_6-30.pptx 900.04 KB
    Lectures/Week 2 - 04 Language Modeling/05_Smoothing-_Add-One_6-30.srt 8.03 KB
    Lectures/Week 2 - 04 Language Modeling/05_Smoothing-_Add-One_6-30.txt 5.51 KB
    Lectures/Week 2 - 04 Language Modeling/06_Interpolation_10-25.mp4 9.38 MB
    Lectures/Week 2 - 04 Language Modeling/06_Interpolation_10-25.pdf 739.46 KB
    Lectures/Week 2 - 04 Language Modeling/06_Interpolation_10-25.pptx 868.84 KB
    Lectures/Week 2 - 04 Language Modeling/06_Interpolation_10-25.srt 20.94 KB
    Lectures/Week 2 - 04 Language Modeling/06_Interpolation_10-25.txt 20.94 KB
    Lectures/Week 2 - 04 Language Modeling/07_Good-Turing_Smoothing_15-35.mp4 13.44 MB
    Lectures/Week 2 - 04 Language Modeling/07_Good-Turing_Smoothing_15-35.pdf 775.79 KB
    Lectures/Week 2 - 04 Language Modeling/07_Good-Turing_Smoothing_15-35.pptx 973.11 KB
    Lectures/Week 2 - 04 Language Modeling/07_Good-Turing_Smoothing_15-35.srt 19.91 KB
    Lectures/Week 2 - 04 Language Modeling/07_Good-Turing_Smoothing_15-35.txt 13.67 KB
    Lectures/Week 2 - 04 Language Modeling/08_Kneser-Ney_Smoothing_8-59.mp4 8.44 MB
    Lectures/Week 2 - 04 Language Modeling/08_Kneser-Ney_Smoothing_8-59.pdf 817.18 KB
    Lectures/Week 2 - 04 Language Modeling/08_Kneser-Ney_Smoothing_8-59.pptx 1.14 MB
    Lectures/Week 2 - 04 Language Modeling/08_Kneser-Ney_Smoothing_8-59.srt 13.11 KB
    Lectures/Week 2 - 04 Language Modeling/08_Kneser-Ney_Smoothing_8-59.txt 8.81 KB
    Lectures/Week 2 - 05 Spelling Correction/01_The_Spelling_Correction_Task_5-39.mp4 4.84 MB
    Lectures/Week 2 - 05 Spelling Correction/01_The_Spelling_Correction_Task_5-39.pdf 753.81 KB
    Lectures/Week 2 - 05 Spelling Correction/01_The_Spelling_Correction_Task_5-39.pptx 918.35 KB
    Lectures/Week 2 - 05 Spelling Correction/01_The_Spelling_Correction_Task_5-39.srt 12.24 KB
    Lectures/Week 2 - 05 Spelling Correction/01_The_Spelling_Correction_Task_5-39.txt 12.24 KB
    Lectures/Week 2 - 05 Spelling Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.mp4 17.79 MB
    Lectures/Week 2 - 05 Spelling Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pdf 1.06 MB
    Lectures/Week 2 - 05 Spelling Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pptx 1020.6 KB
    Lectures/Week 2 - 05 Spelling Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.srt 52.56 KB
    Lectures/Week 2 - 05 Spelling Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.txt 52.56 KB
    Lectures/Week 2 - 05 Spelling Correction/03_Real-Word_Spelling_Correction_9-19.mp4 8.56 MB
    Lectures/Week 2 - 05 Spelling Correction/03_Real-Word_Spelling_Correction_9-19.pdf 785.46 KB
    Lectures/Week 2 - 05 Spelling Correction/03_Real-Word_Spelling_Correction_9-19.pptx 818.03 KB
    Lectures/Week 2 - 05 Spelling Correction/03_Real-Word_Spelling_Correction_9-19.srt 18.21 KB
    Lectures/Week 2 - 05 Spelling Correction/03_Real-Word_Spelling_Correction_9-19.txt 18.22 KB
    Lectures/Week 2 - 05 Spelling Correction/04_State_of_the_Art_Systems_7-10.mp4 6.61 MB
    Lectures/Week 2 - 05 Spelling Correction/04_State_of_the_Art_Systems_7-10.pdf 576.13 KB
    Lectures/Week 2 - 05 Spelling Correction/04_State_of_the_Art_Systems_7-10.pptx 837.72 KB
    Lectures/Week 2 - 05 Spelling Correction/04_State_of_the_Art_Systems_7-10.srt 15.52 KB
    Lectures/Week 2 - 05 Spelling Correction/04_State_of_the_Art_Systems_7-10.txt 15.52 KB
    Lectures/Week 3 - 06 Text Classification/01_What_is_Text_Classification_8-12.mp4 7.7 MB
    Lectures/Week 3 - 06 Text Classification/01_What_is_Text_Classification_8-12.pdf 781.61 KB
    Lectures/Week 3 - 06 Text Classification/01_What_is_Text_Classification_8-12.pptx 895.96 KB
    Lectures/Week 3 - 06 Text Classification/01_What_is_Text_Classification_8-12.srt 10.25 KB
    Lectures/Week 3 - 06 Text Classification/01_What_is_Text_Classification_8-12.txt 7.05 KB
    Lectures/Week 3 - 06 Text Classification/02_Naive_Bayes_3-19.mp4 3.25 MB
    Lectures/Week 3 - 06 Text Classification/02_Naive_Bayes_3-19.pdf 663.55 KB
    Lectures/Week 3 - 06 Text Classification/02_Naive_Bayes_3-19.pptx 654 KB
    Lectures/Week 3 - 06 Text Classification/02_Naive_Bayes_3-19.srt 4.49 KB
    Lectures/Week 3 - 06 Text Classification/02_Naive_Bayes_3-19.txt 3.09 KB
    Lectures/Week 3 - 06 Text Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.mp4 8.19 MB
    Lectures/Week 3 - 06 Text Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pdf 1.01 MB
    Lectures/Week 3 - 06 Text Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pptx 1.09 MB
    Lectures/Week 3 - 06 Text Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.srt 11.73 KB
    Lectures/Week 3 - 06 Text Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.txt 8.05 KB
    Lectures/Week 3 - 06 Text Classification/04_Naive_Bayes-_Learning_5-22.mp4 6.18 MB
    Lectures/Week 3 - 06 Text Classification/04_Naive_Bayes-_Learning_5-22.pdf 814.69 KB
    Lectures/Week 3 - 06 Text Classification/04_Naive_Bayes-_Learning_5-22.pptx 1.13 MB
    Lectures/Week 3 - 06 Text Classification/04_Naive_Bayes-_Learning_5-22.srt 7.9 KB
    Lectures/Week 3 - 06 Text Classification/04_Naive_Bayes-_Learning_5-22.txt 4.8 KB
    Lectures/Week 3 - 06 Text Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.mp4 4.09 MB
    Lectures/Week 3 - 06 Text Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pdf 628.23 KB
    Lectures/Week 3 - 06 Text Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pptx 641.56 KB
    Lectures/Week 3 - 06 Text Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.srt 5.93 KB
    Lectures/Week 3 - 06 Text Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.txt 4.06 KB
    Lectures/Week 3 - 06 Text Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.mp4 11.38 MB
    Lectures/Week 3 - 06 Text Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pdf 632.86 KB
    Lectures/Week 3 - 06 Text Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pptx 707.01 KB
    Lectures/Week 3 - 06 Text Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.srt 10.4 KB
    Lectures/Week 3 - 06 Text Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.txt 7.16 KB
    Lectures/Week 3 - 06 Text Classification/07_Precision_Recall_and_the_F_measure_16-16.mp4 15.72 MB
    Lectures/Week 3 - 06 Text Classification/07_Precision_Recall_and_the_F_measure_16-16.pdf 623.25 KB
    Lectures/Week 3 - 06 Text Classification/07_Precision_Recall_and_the_F_measure_16-16.pptx 662.92 KB
    Lectures/Week 3 - 06 Text Classification/07_Precision_Recall_and_the_F_measure_16-16.srt 18.04 KB
    Lectures/Week 3 - 06 Text Classification/07_Precision_Recall_and_the_F_measure_16-16.txt 12.36 KB
    Lectures/Week 3 - 06 Text Classification/08_Text_Classification-_Evaluation_7-17.mp4 11.54 MB
    Lectures/Week 3 - 06 Text Classification/08_Text_Classification-_Evaluation_7-17.pdf 691.65 KB
    Lectures/Week 3 - 06 Text Classification/08_Text_Classification-_Evaluation_7-17.pptx 703.21 KB
    Lectures/Week 3 - 06 Text Classification/08_Text_Classification-_Evaluation_7-17.srt 10.96 KB
    Lectures/Week 3 - 06 Text Classification/08_Text_Classification-_Evaluation_7-17.txt 7.43 KB
    Lectures/Week 3 - 06 Text Classification/09_Practical_Issues_in_Text_Classification_5-56.mp4 6.56 MB
    Lectures/Week 3 - 06 Text Classification/09_Practical_Issues_in_Text_Classification_5-56.pdf 673.85 KB
    Lectures/Week 3 - 06 Text Classification/09_Practical_Issues_in_Text_Classification_5-56.pptx 748.5 KB
    Lectures/Week 3 - 06 Text Classification/09_Practical_Issues_in_Text_Classification_5-56.srt 8.51 KB
    Lectures/Week 3 - 06 Text Classification/09_Practical_Issues_in_Text_Classification_5-56.txt 5.85 KB
    Lectures/Week 3 - 07 Sentiment Analysis/01_What_is_Sentiment_Analysis_7-17.mp4 9.56 MB
    Lectures/Week 3 - 07 Sentiment Analysis/01_What_is_Sentiment_Analysis_7-17.pdf 1.18 MB
    Lectures/Week 3 - 07 Sentiment Analysis/01_What_is_Sentiment_Analysis_7-17.pptx 1.62 MB
    Lectures/Week 3 - 07 Sentiment Analysis/01_What_is_Sentiment_Analysis_7-17.srt 9.26 KB
    Lectures/Week 3 - 07 Sentiment Analysis/01_What_is_Sentiment_Analysis_7-17.txt 6.38 KB
    Lectures/Week 3 - 07 Sentiment Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.mp4 13.18 MB
    Lectures/Week 3 - 07 Sentiment Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pdf 764.68 KB
    Lectures/Week 3 - 07 Sentiment Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pptx 859.72 KB
    Lectures/Week 3 - 07 Sentiment Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.srt 18.07 KB
    Lectures/Week 3 - 07 Sentiment Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.txt 12.35 KB
    Lectures/Week 3 - 07 Sentiment Analysis/03_Sentiment_Lexicons_8-37.mp4 10.58 MB
    Lectures/Week 3 - 07 Sentiment Analysis/03_Sentiment_Lexicons_8-37.pdf 756.38 KB
    Lectures/Week 3 - 07 Sentiment Analysis/03_Sentiment_Lexicons_8-37.pptx 779.63 KB
    Lectures/Week 3 - 07 Sentiment Analysis/03_Sentiment_Lexicons_8-37.srt 16.82 KB
    Lectures/Week 3 - 07 Sentiment Analysis/03_Sentiment_Lexicons_8-37.txt 16.82 KB
    Lectures/Week 3 - 07 Sentiment Analysis/04_Learning_Sentiment_Lexicons_14-45.mp4 18.65 MB
    Lectures/Week 3 - 07 Sentiment Analysis/04_Learning_Sentiment_Lexicons_14-45.pdf 825.67 KB
    Lectures/Week 3 - 07 Sentiment Analysis/04_Learning_Sentiment_Lexicons_14-45.pptx 1.17 MB
    Lectures/Week 3 - 07 Sentiment Analysis/04_Learning_Sentiment_Lexicons_14-45.srt 19.94 KB
    Lectures/Week 3 - 07 Sentiment Analysis/04_Learning_Sentiment_Lexicons_14-45.txt 13.63 KB
    Lectures/Week 3 - 07 Sentiment Analysis/05_Other_Sentiment_Tasks_11-01.mp4 14.53 MB
    Lectures/Week 3 - 07 Sentiment Analysis/05_Other_Sentiment_Tasks_11-01.pdf 652.26 KB
    Lectures/Week 3 - 07 Sentiment Analysis/05_Other_Sentiment_Tasks_11-01.pptx 647.92 KB
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    Lectures/Week 3 - 07 Sentiment Analysis/05_Other_Sentiment_Tasks_11-01.txt 10.01 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/01_Generative_vs._Discriminative_Models_7-49.mp4 7.92 MB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/01_Generative_vs._Discriminative_Models_7-49.pdf 621.01 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/01_Generative_vs._Discriminative_Models_7-49.pptx 608.59 KB
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    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.mp4 16.66 MB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pdf 730.66 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pptx 679.35 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.srt 21.84 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.txt 14.94 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/03_Feature-Based_Linear_Classifiers_13-34.mp4 13.46 MB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/03_Feature-Based_Linear_Classifiers_13-34.pdf 786.01 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/03_Feature-Based_Linear_Classifiers_13-34.pptx 755.09 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/03_Feature-Based_Linear_Classifiers_13-34.srt 15.61 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/03_Feature-Based_Linear_Classifiers_13-34.txt 10.71 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.mp4 7.8 MB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.pdf 636.27 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.pptx 596.17 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.srt 9.5 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.txt 6.48 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.mp4 12.22 MB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.pdf 592.49 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.pptx 618.49 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.srt 14.3 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.txt 9.8 KB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/06_Maximizing_the_Likelihood_10-29.mp4 9.83 MB
    Lectures/Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/06_Maximizing_the_Likelihood_10-29.pdf 1.48 MB
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