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

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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
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02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.mp4 11.37MB
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02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.mp4 8.35MB
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02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.mp4 10.57MB
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03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.mp4 6.92MB
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04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.mp4 8.01MB
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04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.mp4 9.94MB
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04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.mp4 10.06MB
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04_Week_2_-_Language_Modeling/06_Interpolation_10-25.mp4 9.83MB
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04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.mp4 14.09MB
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04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.mp4 8.85MB
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05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.mp4 8.98MB
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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
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06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.mp4 3.41MB
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06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.mp4 8.58MB
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19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.txt 2.91kB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.mp4 17.76MB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.pdf 258.57kB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.pptx 205.22kB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.srt 20.09kB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.txt 13.74kB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.mp4 13.88MB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.pdf 163.79kB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.pptx 143.95kB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.srt 15.81kB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.txt 10.83kB
19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.mp4 9.24MB
19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.pdf 92.35kB
19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.pptx 64.54kB
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19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.txt 7.90kB
20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.mp4 15.62MB
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20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.srt 15.60kB
20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.txt 10.62kB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.mp4 9.17MB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.pdf 1.21MB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.pptx 1.53MB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.srt 7.88kB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.txt 5.34kB
20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.mp4 21.22MB
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20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.srt 23.40kB
20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.txt 15.91kB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.mp4 15.76MB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.pdf 1.28MB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.pptx 2.31MB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.srt 17.89kB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.txt 12.22kB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.mp4 9.92MB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.pdf 789.09kB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.pptx 1.08MB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.srt 11.31kB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.txt 7.77kB
21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.mp4 9.32MB
21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.pdf 979.88kB
21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.pptx 1.21MB
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21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.mp4 10.61MB
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21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.pptx 1.09MB
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21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.txt 8.75kB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.mp4 8.05MB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.pdf 739.92kB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.pptx 841.40kB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.srt 9.67kB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.txt 6.65kB
21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.mp4 5.53MB
21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.pdf 682.20kB
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21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.srt 6.61kB
21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.txt 4.51kB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.mp4 6.47MB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.pdf 727.42kB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.pptx 838.84kB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.srt 7.03kB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.txt 4.82kB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.mp4 6.31MB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.pdf 766.62kB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.pptx 864.84kB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.srt 7.16kB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.txt 4.88kB
22_Week_8_-_Summarization/02_Generating_Snippets.mp4 10.08MB
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22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.mp4 6.85MB
22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.pdf 620.52kB
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22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.txt 4.49kB
22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.mp4 14.05MB
22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.pdf 976.04kB
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22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.txt 11.18kB
23_Week_8_-_Instructor_Chat_II/01_Instructor_Chat_II_5-23.mp4 19.53MB
23_Week_8_-_Instructor_Chat_II/01_Instructor_Chat_II_5-23.srt 9.36kB
23_Week_8_-_Instructor_Chat_II/01_Instructor_Chat_II_5-23.txt 6.12kB
entered_login.html 1.37MB
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