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[ FreeCourseWeb.com ] LiveLessons - Natural Language Processing, 2nd Edition

文件类型 收录时间 最后活跃 资源热度 文件大小 文件数量
视频 2022-1-26 01:24 2024-12-27 13:53 209 1.25 GB 50
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FreeCourseWeb com LiveLessons - Natural Language Processing 2nd Edition

文件列表
  1. ~Get Your Files Here !/Lesson 1 Text Representation/1.1 One-hot Encoding.mp437.4MB
  2. ~Get Your Files Here !/Lesson 1 Text Representation/1.2 Bag of Words.mp46.18MB
  3. ~Get Your Files Here !/Lesson 1 Text Representation/1.3 Stop Words.mp48.57MB
  4. ~Get Your Files Here !/Lesson 1 Text Representation/1.4 TF-IDF.mp419.28MB
  5. ~Get Your Files Here !/Lesson 1 Text Representation/1.5 N-grams.mp414.25MB
  6. ~Get Your Files Here !/Lesson 1 Text Representation/1.6 Working with Word Embeddings.mp411.93MB
  7. ~Get Your Files Here !/Lesson 1 Text Representation/1.7 Demo.mp4109.82MB
  8. ~Get Your Files Here !/Lesson 1 Text Representation/Topics.mp43.17MB
  9. ~Get Your Files Here !/Lesson 2 Text Cleaning/2.1 Stemming.mp417.49MB
  10. ~Get Your Files Here !/Lesson 2 Text Cleaning/2.2 Lemmatization.mp414.29MB
  11. ~Get Your Files Here !/Lesson 2 Text Cleaning/2.3 Regular Expressions.mp450.28MB
  12. ~Get Your Files Here !/Lesson 2 Text Cleaning/2.4 Text Cleaning Demo.mp464.21MB
  13. ~Get Your Files Here !/Lesson 2 Text Cleaning/Topics.mp42.17MB
  14. ~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.1 Part of Speech Tagging.mp424.2MB
  15. ~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.2 Chunking.mp413.77MB
  16. ~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.3 Chinking.mp49.39MB
  17. ~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.4 Named Entity Recognition.mp419.22MB
  18. ~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.5 Demo.mp477.46MB
  19. ~Get Your Files Here !/Lesson 3 Named Entity Recognition/Topics.mp42.51MB
  20. ~Get Your Files Here !/Lesson 4 Topic Modeling/4.1 Explicit Semantic Analysis.mp420.76MB
  21. ~Get Your Files Here !/Lesson 4 Topic Modeling/4.2 Document Clustering.mp411.7MB
  22. ~Get Your Files Here !/Lesson 4 Topic Modeling/4.3 Latent Semantic Analysis.mp417.07MB
  23. ~Get Your Files Here !/Lesson 4 Topic Modeling/4.4 LDA Natural.mp414.05MB
  24. ~Get Your Files Here !/Lesson 4 Topic Modeling/4.5 Non-Negative Matrix Factorization.mp48.65MB
  25. ~Get Your Files Here !/Lesson 4 Topic Modeling/4.6 Demo.mp4131.36MB
  26. ~Get Your Files Here !/Lesson 4 Topic Modeling/Topics.mp43.68MB
  27. ~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.1 Quantify Words and Feelings.mp419.2MB
  28. ~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.2 Negations and Modifiers.mp412.54MB
  29. ~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.3 Corpus-based Approaches.mp416.76MB
  30. ~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.4 Demo.mp468.35MB
  31. ~Get Your Files Here !/Lesson 5 Sentiment Analysis/Topics.mp42.56MB
  32. ~Get Your Files Here !/Lesson 6 Text Classification/6.1 Feed Forward Networks.mp425.52MB
  33. ~Get Your Files Here !/Lesson 6 Text Classification/6.2 Convolutional Neural Networks.mp418.29MB
  34. ~Get Your Files Here !/Lesson 6 Text Classification/6.3 Applications.mp417.31MB
  35. ~Get Your Files Here !/Lesson 6 Text Classification/6.4 Demo.mp467.5MB
  36. ~Get Your Files Here !/Lesson 6 Text Classification/Topics.mp42.39MB
  37. ~Get Your Files Here !/Lesson 7 Sequence Modeling/7.1 Recurrent Neural Networks.mp412.4MB
  38. ~Get Your Files Here !/Lesson 7 Sequence Modeling/7.2 Gated Recurrent Unit.mp420.05MB
  39. ~Get Your Files Here !/Lesson 7 Sequence Modeling/7.3 Long Short-term Memory.mp414.21MB
  40. ~Get Your Files Here !/Lesson 7 Sequence Modeling/7.4 Auto-encoder Models.mp415.76MB
  41. ~Get Your Files Here !/Lesson 7 Sequence Modeling/7.5 Demo.mp431.07MB
  42. ~Get Your Files Here !/Lesson 7 Sequence Modeling/Topics.mp42.59MB
  43. ~Get Your Files Here !/Lesson 8 Applications/8.1 Word2vec Embeddings.mp438.57MB
  44. ~Get Your Files Here !/Lesson 8 Applications/8.2 GloVe.mp415.68MB
  45. ~Get Your Files Here !/Lesson 8 Applications/8.3 Transfer Learning.mp411.09MB
  46. ~Get Your Files Here !/Lesson 8 Applications/8.4 Language Detection.mp426.34MB
  47. ~Get Your Files Here !/Lesson 8 Applications/8.5 Demo.mp4103.98MB
  48. ~Get Your Files Here !/Lesson 8 Applications/Topics.mp44.62MB
  49. ~Get Your Files Here !/Natural Language Processing Introduction.mp48.48MB
  50. ~Get Your Files Here !/Natural Language Processing Summary.mp48.34MB
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