Natural Language Processing course


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Course about Natural Language Processing from Coursera.

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  1. Nlp - 0 - What is Natural Language Processing (NLP)? Course introductionVideo Afspelen
  2. Nlp - 1.1 - Regular Expressions. Basic Text ProcessingVideo Afspelen
  3. Nlp - 1.2 - Regular Expressions in Practical NLPVideo Afspelen
  4. Nlp - 1.3 - Word TokenizationVideo Afspelen
  5. Npl - 1.4 - Word Normalization and StemmingVideo Afspelen
  6. Nlp - 1.5 - Sentence Segmentation and Decision TreesVideo Afspelen
  7. Nlp - 1.6 - Defining of Minimum Edit DistanceVideo Afspelen
  8. Nlp - 1.7 - Computing Minimum Edit DistanceVideo Afspelen
  9. Nlp - 1.8 - Backtrace for Computing AlignmentsVideo Afspelen
  10. Nlp - 1.9 - Weighted Minimum Edit DistanceVideo Afspelen
  11. Nlp - 1.10 - Minimum Edit Distance in Computational BiologyVideo Afspelen
  12. Nlp - 2.1 - Introduction to N-gramsVideo Afspelen
  13. Nlp - 2.2 - Estimating N-gram ProbabilitiesVideo Afspelen
  14. Nlp - 2.3 - Evaluation and PerplexityVideo Afspelen
  15. Nlp - 2.4 - Generalization and ZerosVideo Afspelen
  16. Nlp - 2.5 - Smoothing: Add-One (Laplace) smoothingVideo Afspelen
  17. Nlp - 2.6 - Interpolation, Backoff and Web-Scale LMsVideo Afspelen
  18. Nlp - 2.7 - Good-Turing SmoothingVideo Afspelen
  19. Nlp - 2.8 - Kneser-Ney SmoothingVideo Afspelen
  20. Npl - 2.9 - The Spelling Correction TaskVideo Afspelen
  21. Npl - 2.10 - The Noisy Channel Model of SpellingVideo Afspelen
  22. Npl - 2.11 - Real-Word Spelling CorrectionVideo Afspelen
  23. Npl - 2.12 - State-of-the-Art SystemsVideo Afspelen

Bron  https://www.coursera.org/ 

LANG_POSTEDBY Andre
LANG_GENERALINFORMATION
LANG_SUBJECT:  Linguistics
LANG_COLLEGETYPE:  • Cursus
LANG_RECORDINGYEAR:  2012
LANG_TEACHER:  Professor Dan Jurafsky
LANG_LANGUAGE:  Engels
LANG_VIEWS:  104 LANG_TIMES
LANG_SCORE:  LANG_NOSCORE

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