Name | DL | Torrents | Total Size | Video Lectures [edit] | 155 | 727.63GB | 2613 | 0 |
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 |