| 01_Week_1_-_Introduction_to_Natural_Language_Processing/01_Introduction_Part_1_11-17.mp4 |
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| 01_Week_1_-_Introduction_to_Natural_Language_Processing/01_Introduction_Part_1_11-17.pdf |
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| 01_Week_1_-_Introduction_to_Natural_Language_Processing/01_Introduction_Part_1_11-17.srt |
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| 01_Week_1_-_Introduction_to_Natural_Language_Processing/02_Introduction_Part_2_10-28.mp4 |
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| 01_Week_1_-_Introduction_to_Natural_Language_Processing/02_Introduction_Part_2_10-28.srt |
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| 02_Week_1_-_The_Language_Modeling_Problem/01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17.mp4 |
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| 02_Week_1_-_The_Language_Modeling_Problem/01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17.pdf |
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| 02_Week_1_-_The_Language_Modeling_Problem/01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17.txt |
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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 |
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| 02_Week_1_-_The_Language_Modeling_Problem/02_Introduction_to_the_Language_Modeling_Problem_Part_2_7-12.mp4 |
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| 02_Week_1_-_The_Language_Modeling_Problem/02_Introduction_to_the_Language_Modeling_Problem_Part_2_7-12.srt |
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| 02_Week_1_-_The_Language_Modeling_Problem/02_Introduction_to_the_Language_Modeling_Problem_Part_2_7-12.txt |
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| 02_Week_1_-_The_Language_Modeling_Problem/03_Markov_Processes_Part_1_8-56.mp4 |
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| 02_Week_1_-_The_Language_Modeling_Problem/04_Markov_Processes_Part_2_6-28.mp4 |
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| 02_Week_1_-_The_Language_Modeling_Problem/05_Trigram_Language_Models_9-40.mp4 |
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| 02_Week_1_-_The_Language_Modeling_Problem/05_Trigram_Language_Models_9-40.srt |
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| 02_Week_1_-_The_Language_Modeling_Problem/06_Evaluating_Language_Models-_Perplexity_12-36.mp4 |
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| 03_Week_1_-_Parameter_Estimation_in_Language_Models/01_Linear_Interpolation_Part_1_7-46.mp4 |
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| 03_Week_1_-_Parameter_Estimation_in_Language_Models/01_Linear_Interpolation_Part_1_7-46.srt |
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| 03_Week_1_-_Parameter_Estimation_in_Language_Models/02_Linear_Interpolation_Part_2_11-35.mp4 |
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| 03_Week_1_-_Parameter_Estimation_in_Language_Models/03_Discounting_Methods_Part_1_9-26.mp4 |
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| 03_Week_1_-_Parameter_Estimation_in_Language_Models/04_Discounting_Methods_Part_2_3-34.mp4 |
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| 04_Week_1_-_Summary/01_Summary_2-31.mp4 |
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| 05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/01_The_Tagging_Problem_10-01.mp4 |
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| 05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/01_The_Tagging_Problem_10-01.pdf |
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| 05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/01_The_Tagging_Problem_10-01_0_Quiz_Questions.pdf |
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| 05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/02_Generative_Models_for_Supervised_Learning_8-57.mp4 |
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| 05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/03_Hidden_Markov_Models_HMMs-_Basic_Definitions_12-00.mp4 |
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| 05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/04_Parameter_Estimation_in_HMMs_13-16.mp4 |
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| 05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/05_The_Viterbi_Algorithm_for_HMMs_Part_1_14-07.mp4 |
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| 05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/06_The_Viterbi_Algorithm_for_HMMs_Part_2_3-31.mp4 |
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| 05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/07_The_Viterbi_Algorithm_for_HMMs_Part_3_7-33.mp4 |
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| 05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/08_Summary_1-50.mp4 |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/01_Introduction_0-28.mp4 |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/02_Introduction_to_the_Parsing_Problem_Part_1_10-37.mp4 |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/02_Introduction_to_the_Parsing_Problem_Part_1_10-37.pdf |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/03_Introduction_to_the_Parsing_Problem_Part_2_4-20.mp4 |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/04_Context-Free_Grammars_Part_1_12-11.mp4 |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/05_Context-Free_Grammars_Part_2_2-22.mp4 |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/06_A_Simple_Grammar_for_English_Part_1_10-32.mp4 |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/06_A_Simple_Grammar_for_English_Part_1_10-32.srt |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/07_A_Simple_Grammar_for_English_Part_2_5-30.mp4 |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/07_A_Simple_Grammar_for_English_Part_2_5-30.srt |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/08_A_Simple_Grammar_for_English_Part_3_11-21.mp4 |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/08_A_Simple_Grammar_for_English_Part_3_11-21.srt |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/09_A_Simple_Grammar_for_English_Part_4_2-20.mp4 |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/09_A_Simple_Grammar_for_English_Part_4_2-20.srt |
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| 06_Week_3_-_Parsing_and_Context-Free_Grammars/10_Examples_of_Ambiguity_5-56.mp4 |
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| 07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/01_Introduction_1-12.mp4 |
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| 07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/01_Introduction_1-12.pdf |
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| 07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/02_Basics_of_PCFGs_Part_1_9-43.mp4 |
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| 07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/02_Basics_of_PCFGs_Part_1_9-43.pdf |
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| 07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/03_Basics_of_PCFGs_Part_2_8-26.mp4 |
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| 07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/04_The_CKY_Parsing_Algorithm_Part_1__7-31.mp4 |
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| 07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/05_The_CKY_Parsing_Algorithm_Part_2__13-22.mp4 |
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| 07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/06_The_CKY_Parsing_Algorithm_Part_3_10-07.mp4 |
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| 08_Week_4_-_Weaknesses_of_PCFGs/01_Weaknesses_of_PCFGs_14-59.mp4 |
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| 08_Week_4_-_Weaknesses_of_PCFGs/01_Weaknesses_of_PCFGs_14-59_0_Quiz.pdf |
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| 09_Week_4_-_Lexicalized_PCFGs/01_Introduction_00-17.mp4 |
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| 09_Week_4_-_Lexicalized_PCFGs/02_Lexicalization_of_a_Treebank_10-44.mp4 |
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| 09_Week_4_-_Lexicalized_PCFGs/03_Lexicalized_PCFGs-_Basic_Definitions_12-40.mp4 |
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| 10_Week_5_-_Introduction_to_Machine_Translation_MT/01_Opening_Comments_0-25.mp4 |
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| 10_Week_5_-_Introduction_to_Machine_Translation_MT/06_Introduction_to_Statistical_MT_12-31.mp4 |
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