01_Week_1_-_Introduction_to_Natural_Language_Processing/01_Introduction_Part_1_11-17.mp4 | 14.87MB |
01_Week_1_-_Introduction_to_Natural_Language_Processing/01_Introduction_Part_1_11-17.pdf | 379.29kB |
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01_Week_1_-_Introduction_to_Natural_Language_Processing/02_Introduction_Part_2_10-28.mp4 | 12.44MB |
01_Week_1_-_Introduction_to_Natural_Language_Processing/02_Introduction_Part_2_10-28.srt | 14.44kB |
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02_Week_1_-_The_Language_Modeling_Problem/01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17.mp4 | 7.85MB |
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02_Week_1_-_The_Language_Modeling_Problem/01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17_0_Quiz_Questions.pdf | 112.10kB |
02_Week_1_-_The_Language_Modeling_Problem/02_Introduction_to_the_Language_Modeling_Problem_Part_2_7-12.mp4 | 8.74MB |
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02_Week_1_-_The_Language_Modeling_Problem/03_Markov_Processes_Part_1_8-56.mp4 | 10.72MB |
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02_Week_1_-_The_Language_Modeling_Problem/05_Trigram_Language_Models_9-40.mp4 | 11.61MB |
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02_Week_1_-_The_Language_Modeling_Problem/06_Evaluating_Language_Models-_Perplexity_12-36.mp4 | 15.46MB |
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03_Week_1_-_Parameter_Estimation_in_Language_Models/01_Linear_Interpolation_Part_1_7-46.mp4 | 9.51MB |
03_Week_1_-_Parameter_Estimation_in_Language_Models/01_Linear_Interpolation_Part_1_7-46.srt | 8.52kB |
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03_Week_1_-_Parameter_Estimation_in_Language_Models/02_Linear_Interpolation_Part_2_11-35.mp4 | 14.34MB |
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03_Week_1_-_Parameter_Estimation_in_Language_Models/03_Discounting_Methods_Part_1_9-26.mp4 | 11.73MB |
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04_Week_1_-_Summary/01_Summary_2-31.mp4 | 3.16MB |
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05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/01_The_Tagging_Problem_10-01.mp4 | 13.68MB |
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05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/01_The_Tagging_Problem_10-01_0_Quiz_Questions.pdf | 105.55kB |
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/02_Generative_Models_for_Supervised_Learning_8-57.mp4 | 11.20MB |
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05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/05_The_Viterbi_Algorithm_for_HMMs_Part_1_14-07.mp4 | 17.83MB |
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05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/07_The_Viterbi_Algorithm_for_HMMs_Part_3_7-33.mp4 | 9.72MB |
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05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/08_Summary_1-50.mp4 | 2.32MB |
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06_Week_3_-_Parsing_and_Context-Free_Grammars/01_Introduction_0-28.mp4 | 1.04MB |
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06_Week_3_-_Parsing_and_Context-Free_Grammars/02_Introduction_to_the_Parsing_Problem_Part_1_10-37.mp4 | 13.26MB |
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06_Week_3_-_Parsing_and_Context-Free_Grammars/04_Context-Free_Grammars_Part_1_12-11.mp4 | 15.23MB |
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06_Week_3_-_Parsing_and_Context-Free_Grammars/05_Context-Free_Grammars_Part_2_2-22.mp4 | 2.92MB |
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06_Week_3_-_Parsing_and_Context-Free_Grammars/06_A_Simple_Grammar_for_English_Part_1_10-32.mp4 | 13.18MB |
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06_Week_3_-_Parsing_and_Context-Free_Grammars/08_A_Simple_Grammar_for_English_Part_3_11-21.mp4 | 14.60MB |
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06_Week_3_-_Parsing_and_Context-Free_Grammars/09_A_Simple_Grammar_for_English_Part_4_2-20.mp4 | 2.99MB |
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06_Week_3_-_Parsing_and_Context-Free_Grammars/10_Examples_of_Ambiguity_5-56.mp4 | 7.00MB |
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07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/01_Introduction_1-12.mp4 | 1.35MB |
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07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/01_Introduction_1-12_0_Quiz_Questions.pdf | 76.39kB |
07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/02_Basics_of_PCFGs_Part_1_9-43.mp4 | 12.18MB |
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07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/03_Basics_of_PCFGs_Part_2_8-26.mp4 | 11.35MB |
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07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/04_The_CKY_Parsing_Algorithm_Part_1__7-31.mp4 | 9.81MB |
07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/04_The_CKY_Parsing_Algorithm_Part_1__7-31.srt | 8.78kB |
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07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/05_The_CKY_Parsing_Algorithm_Part_2__13-22.mp4 | 17.38MB |
07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/05_The_CKY_Parsing_Algorithm_Part_2__13-22.srt | 14.17kB |
07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/05_The_CKY_Parsing_Algorithm_Part_2__13-22.txt | 9.44kB |
07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/06_The_CKY_Parsing_Algorithm_Part_3_10-07.mp4 | 12.98MB |
07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/06_The_CKY_Parsing_Algorithm_Part_3_10-07.srt | 12.13kB |
07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/06_The_CKY_Parsing_Algorithm_Part_3_10-07.txt | 8.07kB |
08_Week_4_-_Weaknesses_of_PCFGs/01_Weaknesses_of_PCFGs_14-59.mp4 | 18.81MB |
08_Week_4_-_Weaknesses_of_PCFGs/01_Weaknesses_of_PCFGs_14-59.pdf | 108.06kB |
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08_Week_4_-_Weaknesses_of_PCFGs/01_Weaknesses_of_PCFGs_14-59_0_Quiz.pdf | 60.79kB |
09_Week_4_-_Lexicalized_PCFGs/01_Introduction_00-17.mp4 | 338.28kB |
09_Week_4_-_Lexicalized_PCFGs/01_Introduction_00-17.pdf | 207.94kB |
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09_Week_4_-_Lexicalized_PCFGs/01_Introduction_00-17_0_Quiz_Questions.pdf | 106.19kB |
09_Week_4_-_Lexicalized_PCFGs/02_Lexicalization_of_a_Treebank_10-44.mp4 | 13.46MB |
09_Week_4_-_Lexicalized_PCFGs/02_Lexicalization_of_a_Treebank_10-44.srt | 12.89kB |
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09_Week_4_-_Lexicalized_PCFGs/03_Lexicalized_PCFGs-_Basic_Definitions_12-40.mp4 | 16.73MB |
09_Week_4_-_Lexicalized_PCFGs/03_Lexicalized_PCFGs-_Basic_Definitions_12-40.srt | 14.31kB |
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09_Week_4_-_Lexicalized_PCFGs/04_Parameter_Estimation_in_Lexicalized_PCFGs_Part_1_5-28.mp4 | 6.85MB |
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09_Week_4_-_Lexicalized_PCFGs/05_Parameter_Estimation_in_Lexicalized_PCFGs_Part_2_9-08.mp4 | 11.65MB |
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09_Week_4_-_Lexicalized_PCFGs/06_Evaluation_of_Lexicalized_PCFGs_Part_1_9-32.mp4 | 12.73MB |
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09_Week_4_-_Lexicalized_PCFGs/07_Evaluation_of_Lexicalized_PCFGs_Part_2_11-28.mp4 | 15.00MB |
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10_Week_5_-_Introduction_to_Machine_Translation_MT/01_Opening_Comments_0-25.mp4 | 463.21kB |
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10_Week_5_-_Introduction_to_Machine_Translation_MT/03_Challenges_in_MT_8-06.mp4 | 9.82MB |
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10_Week_5_-_Introduction_to_Machine_Translation_MT/04_Classical_Approaches_to_MT_Part_1_8-02.mp4 | 10.48MB |
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10_Week_5_-_Introduction_to_Machine_Translation_MT/06_Introduction_to_Statistical_MT_12-31.mp4 | 16.43MB |
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11_Week_5_-_The_IBM_Translation_Models/01_Introduction_3-24.mp4 | 4.15MB |
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11_Week_5_-_The_IBM_Translation_Models/04_IBM_Model_2_11-27.mp4 | 14.56MB |
11_Week_5_-_The_IBM_Translation_Models/04_IBM_Model_2_11-27.srt | 13.67kB |
11_Week_5_-_The_IBM_Translation_Models/04_IBM_Model_2_11-27.txt | 9.06kB |
11_Week_5_-_The_IBM_Translation_Models/05_The_EM_Algorithm_for_IBM_Model_2_Part_1_5-09.mp4 | 6.76MB |
11_Week_5_-_The_IBM_Translation_Models/05_The_EM_Algorithm_for_IBM_Model_2_Part_1_5-09.srt | 6.66kB |
11_Week_5_-_The_IBM_Translation_Models/05_The_EM_Algorithm_for_IBM_Model_2_Part_1_5-09.txt | 4.39kB |
11_Week_5_-_The_IBM_Translation_Models/06_The_EM_Algorithm_for_IBM_Model_2_Part_2_8-37.mp4 | 11.73MB |
11_Week_5_-_The_IBM_Translation_Models/06_The_EM_Algorithm_for_IBM_Model_2_Part_2_8-37.srt | 10.00kB |
11_Week_5_-_The_IBM_Translation_Models/06_The_EM_Algorithm_for_IBM_Model_2_Part_2_8-37.txt | 6.61kB |
11_Week_5_-_The_IBM_Translation_Models/07_The_EM_Algorithm_for_IBM_Model_2_Part_3_9-28.mp4 | 12.21MB |
11_Week_5_-_The_IBM_Translation_Models/07_The_EM_Algorithm_for_IBM_Model_2_Part_3_9-28.srt | 9.93kB |
11_Week_5_-_The_IBM_Translation_Models/07_The_EM_Algorithm_for_IBM_Model_2_Part_3_9-28.txt | 6.54kB |
11_Week_5_-_The_IBM_Translation_Models/08_The_EM_Algorithm_for_IBM_Model_2_Part_4_4-52.mp4 | 6.44MB |
11_Week_5_-_The_IBM_Translation_Models/08_The_EM_Algorithm_for_IBM_Model_2_Part_4_4-52.srt | 6.17kB |
11_Week_5_-_The_IBM_Translation_Models/08_The_EM_Algorithm_for_IBM_Model_2_Part_4_4-52.txt | 4.07kB |
11_Week_5_-_The_IBM_Translation_Models/09_Summary_1-48.mp4 | 2.37MB |
11_Week_5_-_The_IBM_Translation_Models/09_Summary_1-48.srt | 2.16kB |
11_Week_5_-_The_IBM_Translation_Models/09_Summary_1-48.txt | 1.46kB |
12_Week_6_-_Phrase-based_Translation_Models/01_Introduction_0-41.mp4 | 759.43kB |
12_Week_6_-_Phrase-based_Translation_Models/01_Introduction_0-41.pdf | 173.91kB |
12_Week_6_-_Phrase-based_Translation_Models/01_Introduction_0-41.srt | 0.93kB |
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