[Coursera] Natural Language Processing (Columbia University) (nlangp)
Columbia University

nlangp-001 (440 files)
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
01_Week_1_-_Introduction_to_Natural_Language_Processing/01_Introduction_Part_1_11-17.srt 14.79kB
01_Week_1_-_Introduction_to_Natural_Language_Processing/01_Introduction_Part_1_11-17.txt 9.79kB
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
01_Week_1_-_Introduction_to_Natural_Language_Processing/02_Introduction_Part_2_10-28.txt 9.58kB
02_Week_1_-_The_Language_Modeling_Problem/01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17.mp4 7.85MB
02_Week_1_-_The_Language_Modeling_Problem/01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17.pdf 289.00kB
02_Week_1_-_The_Language_Modeling_Problem/01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17.srt 7.90kB
02_Week_1_-_The_Language_Modeling_Problem/01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17.txt 5.23kB
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
02_Week_1_-_The_Language_Modeling_Problem/02_Introduction_to_the_Language_Modeling_Problem_Part_2_7-12.srt 8.69kB
02_Week_1_-_The_Language_Modeling_Problem/02_Introduction_to_the_Language_Modeling_Problem_Part_2_7-12.txt 5.84kB
02_Week_1_-_The_Language_Modeling_Problem/03_Markov_Processes_Part_1_8-56.mp4 10.72MB
02_Week_1_-_The_Language_Modeling_Problem/03_Markov_Processes_Part_1_8-56.srt 9.78kB
02_Week_1_-_The_Language_Modeling_Problem/03_Markov_Processes_Part_1_8-56.txt 6.42kB
02_Week_1_-_The_Language_Modeling_Problem/04_Markov_Processes_Part_2_6-28.mp4 7.71MB
02_Week_1_-_The_Language_Modeling_Problem/04_Markov_Processes_Part_2_6-28.srt 7.50kB
02_Week_1_-_The_Language_Modeling_Problem/04_Markov_Processes_Part_2_6-28.txt 4.96kB
02_Week_1_-_The_Language_Modeling_Problem/05_Trigram_Language_Models_9-40.mp4 11.61MB
02_Week_1_-_The_Language_Modeling_Problem/05_Trigram_Language_Models_9-40.srt 11.03kB
02_Week_1_-_The_Language_Modeling_Problem/05_Trigram_Language_Models_9-40.txt 7.40kB
02_Week_1_-_The_Language_Modeling_Problem/06_Evaluating_Language_Models-_Perplexity_12-36.mp4 15.46MB
02_Week_1_-_The_Language_Modeling_Problem/06_Evaluating_Language_Models-_Perplexity_12-36.srt 15.43kB
02_Week_1_-_The_Language_Modeling_Problem/06_Evaluating_Language_Models-_Perplexity_12-36.txt 10.15kB
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
03_Week_1_-_Parameter_Estimation_in_Language_Models/01_Linear_Interpolation_Part_1_7-46.txt 5.68kB
03_Week_1_-_Parameter_Estimation_in_Language_Models/02_Linear_Interpolation_Part_2_11-35.mp4 14.34MB
03_Week_1_-_Parameter_Estimation_in_Language_Models/02_Linear_Interpolation_Part_2_11-35.srt 12.85kB
03_Week_1_-_Parameter_Estimation_in_Language_Models/02_Linear_Interpolation_Part_2_11-35.txt 8.51kB
03_Week_1_-_Parameter_Estimation_in_Language_Models/03_Discounting_Methods_Part_1_9-26.mp4 11.73MB
03_Week_1_-_Parameter_Estimation_in_Language_Models/03_Discounting_Methods_Part_1_9-26.srt 10.41kB
03_Week_1_-_Parameter_Estimation_in_Language_Models/03_Discounting_Methods_Part_1_9-26.txt 6.95kB
03_Week_1_-_Parameter_Estimation_in_Language_Models/04_Discounting_Methods_Part_2_3-34.mp4 4.64MB
03_Week_1_-_Parameter_Estimation_in_Language_Models/04_Discounting_Methods_Part_2_3-34.srt 4.21kB
03_Week_1_-_Parameter_Estimation_in_Language_Models/04_Discounting_Methods_Part_2_3-34.txt 2.76kB
04_Week_1_-_Summary/01_Summary_2-31.mp4 3.16MB
04_Week_1_-_Summary/01_Summary_2-31.srt 3.29kB
04_Week_1_-_Summary/01_Summary_2-31.txt 2.21kB
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/01_The_Tagging_Problem_10-01.mp4 13.68MB
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/01_The_Tagging_Problem_10-01.pdf 243.01kB
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/01_The_Tagging_Problem_10-01.srt 13.33kB
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/01_The_Tagging_Problem_10-01.txt 8.71kB
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
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/02_Generative_Models_for_Supervised_Learning_8-57.srt 10.15kB
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Type: Course
Tags: Coursera, nlangp

Bibtex:
@article{,
title= {[Coursera] Natural Language Processing (Columbia University) (nlangp)},
author= {Columbia University},
keywords= {Coursera, nlangp},
abstract= {},
terms= {},
license= {},
superseded= {},
url= {}
}


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