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[Coursera] Natural Language Processing Specialization

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视频 2025-9-3 08:12 2025-10-3 06:43 18 842.73 MB 49
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Coursera Natural Language Processing Specialization

文件列表
  1. 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_01_week-introduction.mp42.41MB
  2. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_04_week-introduction.mp42.9MB
  3. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_24_week-conclusion.mp43.21MB
  4. 04_machine-translation-and-document-search/01_lecture-machine-translation/01_02_overview.mp43.32MB
  5. 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_12_log-likelihood-part-2.mp44.1MB
  6. 03_vector-space-models/01_lecture-vector-space-models/01_19_week-conclusion.mp44.34MB
  7. 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_24_week-conclusion.mp44.59MB
  8. 04_machine-translation-and-document-search/01_lecture-machine-translation/01_01_week-introduction.mp44.75MB
  9. 04_machine-translation-and-document-search/01_lecture-machine-translation/01_15_searching-documents.mp44.76MB
  10. 03_vector-space-models/01_lecture-vector-space-models/01_01_week-introduction.mp44.77MB
  11. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_14_putting-it-all-together.mp44.83MB
  12. 04_machine-translation-and-document-search/01_lecture-machine-translation/01_17_week-conclusion.mp45.13MB
  13. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_18_logistic-regression-training.mp45.26MB
  14. 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_20_naive-bayes-assumptions.mp45.58MB
  15. 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_18_applications-of-naive-bayes.mp45.74MB
  16. 03_vector-space-models/01_lecture-vector-space-models/01_08_cosine-similarity-intuition.mp46.13MB
  17. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_10_feature-extraction-with-frequencies.mp46.13MB
  18. 03_vector-space-models/01_lecture-vector-space-models/01_06_euclidean-distance.mp46.22MB
  19. 03_vector-space-models/01_lecture-vector-space-models/01_02_vector-space-models.mp46.22MB
  20. 03_vector-space-models/01_lecture-vector-space-models/01_16_pca-algorithm.mp46.3MB
  21. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_07_vocabulary-feature-extraction.mp46.33MB
  22. 04_machine-translation-and-document-search/01_lecture-machine-translation/01_05_k-nearest-neighbors.mp46.37MB
  23. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_12_preprocessing.mp46.42MB
  24. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_16_logistic-regression-overview.mp46.48MB
  25. 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_02_probability-and-bayes-rule.mp46.52MB
  26. 03_vector-space-models/01_lecture-vector-space-models/01_14_visualization-and-pca.mp46.54MB
  27. 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_08_laplacian-smoothing.mp46.56MB
  28. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_09_negative-and-positive-frequencies.mp46.67MB
  29. 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_22_error-analysis.mp46.72MB
  30. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_05_supervised-ml-sentiment-analysis.mp46.77MB
  31. 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_14_training-naive-bayes.mp47.08MB
  32. 04_machine-translation-and-document-search/01_lecture-machine-translation/01_11_multiple-planes.mp47.1MB
  33. 04_machine-translation-and-document-search/01_lecture-machine-translation/01_13_approximate-nearest-neighbors.mp47.18MB
  34. 03_vector-space-models/01_lecture-vector-space-models/01_10_cosine-similarity.mp47.53MB
  35. 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_04_bayes-rule.mp47.67MB
  36. 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_16_testing-naive-bayes.mp47.71MB
  37. 03_vector-space-models/01_lecture-vector-space-models/01_12_manipulating-words-in-vector-spaces.mp47.71MB
  38. 04_machine-translation-and-document-search/01_lecture-machine-translation/01_07_hash-tables-and-hash-functions.mp48.07MB
  39. 03_vector-space-models/01_lecture-vector-space-models/01_04_word-by-word-and-word-by-doc.mp48.92MB
  40. 04_machine-translation-and-document-search/01_lecture-machine-translation/01_09_locality-sensitive-hashing.mp49.57MB
  41. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_22_logistic-regression-cost-function.mp49.58MB
  42. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_02_welcome-to-course-1.mp410.03MB
  43. 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_06_naive-bayes-introduction.mp410.17MB
  44. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_20_logistic-regression-testing.mp410.98MB
  45. 04_machine-translation-and-document-search/01_lecture-machine-translation/01_03_transforming-word-vectors.mp411MB
  46. 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_10_log-likelihood-part-1.mp411.18MB
  47. 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_01_welcome-to-the-nlp-specialization.mp425.53MB
  48. 01_sentiment-analysis-with-logistic-regression/05_heroes-of-nlp-chris-manning-optional/05_01_andrew-ng-with-chris-manning.mp4221.84MB
  49. 04_machine-translation-and-document-search/07_heroes-of-nlp-kathleen-mckeown/07_01_andrew-ng-with-kathleen-mckeown.mp4291.8MB
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