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[ ] Udemy - Machine Learning - Natural Language Processing in Python (V2)

  • 收录时间:2023-11-20 18:59:14
  • 文件大小:3GB
  • 下载次数:1
  • 最近下载:2023-11-20 18:59:14
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文件列表

  1. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/014 TF-IDF (Code).mp4 125MB
  2. ~Get Your Files Here !/08 - Spam Detection/006 Spam Detection in Python.mp4 108MB
  3. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/004 Genetic Algorithms.mp4 105MB
  4. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/010 Count Vectorizer (Code).mp4 102MB
  5. ~Get Your Files Here !/05 - Article Spinner (Intermediate)/004 Article Spinner in Python (pt 1).mp4 96MB
  6. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/016 How to Build TF-IDF From Scratch.mp4 80MB
  7. ~Get Your Files Here !/05 - Article Spinner (Intermediate)/005 Article Spinner in Python (pt 2).mp4 75MB
  8. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/009 Stemming and Lemmatization Demo.mp4 75MB
  9. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/006 Tokenization.mp4 74MB
  10. ~Get Your Files Here !/01 - Introduction/001 Introduction and Outline.mp4 73MB
  11. ~Get Your Files Here !/04 - Markov Models (Intermediate)/008 Building a Text Classifier (Code pt 2).mp4 72MB
  12. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/018 Neural Word Embeddings Demo.mp4 67MB
  13. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/003 Language Models (Review).mp4 66MB
  14. ~Get Your Files Here !/09 - Sentiment Analysis/002 Logistic Regression Intuition (pt 1).mp4 64MB
  15. ~Get Your Files Here !/01 - Introduction/002 Where to get the Code.mp4 63MB
  16. ~Get Your Files Here !/04 - Markov Models (Intermediate)/011 Language Model (Code pt 1).mp4 63MB
  17. ~Get Your Files Here !/08 - Spam Detection/004 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).mp4 60MB
  18. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/012 TF-IDF (Theory).mp4 59MB
  19. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/008 Stemming and Lemmatization.mp4 58MB
  20. ~Get Your Files Here !/04 - Markov Models (Intermediate)/007 Building a Text Classifier (Code pt 1).mp4 58MB
  21. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/005 Count Vectorizer (Theory).mp4 57MB
  22. ~Get Your Files Here !/04 - Markov Models (Intermediate)/012 Language Model (Code pt 2).mp4 52MB
  23. ~Get Your Files Here !/09 - Sentiment Analysis/007 Sentiment Analysis in Python (pt 2).mp4 52MB
  24. ~Get Your Files Here !/08 - Spam Detection/002 Naive Bayes Intuition.mp4 51MB
  25. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/003 What is a Vector.mp4 49MB
  26. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/015 Word-to-Index Mapping.mp4 48MB
  27. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/017 Neural Word Embeddings.mp4 46MB
  28. ~Get Your Files Here !/04 - Markov Models (Intermediate)/003 The Markov Model.mp4 45MB
  29. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/011 Vector Similarity.mp4 45MB
  30. ~Get Your Files Here !/04 - Markov Models (Intermediate)/009 Language Model (Theory).mp4 45MB
  31. ~Get Your Files Here !/09 - Sentiment Analysis/001 Sentiment Analysis - Problem Description.mp4 43MB
  32. ~Get Your Files Here !/05 - Article Spinner (Intermediate)/001 Article Spinning - Problem Description.mp4 42MB
  33. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/010 Code pt 5.mp4 41MB
  34. ~Get Your Files Here !/09 - Sentiment Analysis/004 Logistic Regression Training and Interpretation (pt 3).mp4 40MB
  35. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/007 Code pt 2.mp4 39MB
  36. ~Get Your Files Here !/04 - Markov Models (Intermediate)/004 Probability Smoothing and Log-Probabilities.mp4 33MB
  37. ~Get Your Files Here !/04 - Markov Models (Intermediate)/002 The Markov Property.mp4 32MB
  38. ~Get Your Files Here !/08 - Spam Detection/001 Spam Detection - Problem Description.mp4 31MB
  39. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/008 Code pt 3.mp4 30MB
  40. ~Get Your Files Here !/04 - Markov Models (Intermediate)/005 Building a Text Classifier (Theory).mp4 29MB
  41. ~Get Your Files Here !/04 - Markov Models (Intermediate)/010 Language Model (Exercise Prompt).mp4 29MB
  42. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/002 Basic Definitions for NLP.mp4 28MB
  43. ~Get Your Files Here !/05 - Article Spinner (Intermediate)/006 Case Study Article Spinning Gone Wrong.mp4 28MB
  44. ~Get Your Files Here !/08 - Spam Detection/005 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2).mp4 27MB
  45. ~Get Your Files Here !/03 - Probabilistic Models (Introduction)/001 Probabilistic Models (Introduction).mp4 27MB
  46. ~Get Your Files Here !/01 - Introduction/003 Are You Beginner, Intermediate, or Advanced All are OK!.mp4 27MB
  47. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/001 Section Introduction.mp4 26MB
  48. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/009 Code pt 4.mp4 26MB
  49. ~Get Your Files Here !/09 - Sentiment Analysis/006 Sentiment Analysis in Python (pt 1).mp4 25MB
  50. ~Get Your Files Here !/05 - Article Spinner (Intermediate)/003 Article Spinner Exercise Prompt.mp4 25MB
  51. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/012 Section Conclusion.mp4 24MB
  52. ~Get Your Files Here !/09 - Sentiment Analysis/003 Multiclass Logistic Regression (pt 2).mp4 24MB
  53. ~Get Your Files Here !/07 - Machine Learning Models (Introduction)/001 Machine Learning Models (Introduction).mp4 23MB
  54. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/019 Vector Models & Text Preprocessing Summary.mp4 21MB
  55. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/005 Code Preparation.mp4 21MB
  56. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/001 Vector Models & Text Preprocessing Intro.mp4 18MB
  57. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/002 Ciphers.mp4 17MB
  58. ~Get Your Files Here !/09 - Sentiment Analysis/005 Sentiment Analysis - Exercise Prompt.mp4 17MB
  59. ~Get Your Files Here !/04 - Markov Models (Intermediate)/006 Building a Text Classifier (Exercise Prompt).mp4 16MB
  60. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/006 Code pt 1.mp4 16MB
  61. ~Get Your Files Here !/05 - Article Spinner (Intermediate)/002 Article Spinning - N-Gram Approach.mp4 16MB
  62. ~Get Your Files Here !/04 - Markov Models (Intermediate)/013 Markov Models Section Summary.mp4 16MB
  63. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/004 Bag of Words.mp4 14MB
  64. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/013 (Interactive) Recommender Exercise Prompt.mp4 13MB
  65. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/011 Code pt 6.mp4 13MB
  66. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/007 Stopwords.mp4 13MB
  67. ~Get Your Files Here !/04 - Markov Models (Intermediate)/001 Markov Models Section Introduction.mp4 13MB
  68. ~Get Your Files Here !/08 - Spam Detection/003 Spam Detection - Exercise Prompt.mp4 9MB
  69. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/004 Genetic Algorithms_en.srt 29KB
  70. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/014 TF-IDF (Code)_en.srt 25KB
  71. ~Get Your Files Here !/09 - Sentiment Analysis/002 Logistic Regression Intuition (pt 1)_en.srt 23KB
  72. ~Get Your Files Here !/05 - Article Spinner (Intermediate)/004 Article Spinner in Python (pt 1)_en.srt 21KB
  73. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/003 Language Models (Review)_en.srt 21KB
  74. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/006 Tokenization_en.srt 20KB
  75. ~Get Your Files Here !/08 - Spam Detection/006 Spam Detection in Python_en.srt 19KB
  76. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/005 Count Vectorizer (Theory)_en.srt 19KB
  77. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/010 Count Vectorizer (Code)_en.srt 19KB
  78. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/016 How to Build TF-IDF From Scratch_en.srt 19KB
  79. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/012 TF-IDF (Theory)_en.srt 18KB
  80. ~Get Your Files Here !/08 - Spam Detection/004 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1)_en.srt 17KB
  81. ~Get Your Files Here !/04 - Markov Models (Intermediate)/003 The Markov Model_en.srt 16KB
  82. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/008 Stemming and Lemmatization_en.srt 16KB
  83. ~Get Your Files Here !/01 - Introduction/002 Where to get the Code_en.srt 16KB
  84. ~Get Your Files Here !/01 - Introduction/001 Introduction and Outline_en.srt 15KB
  85. ~Get Your Files Here !/08 - Spam Detection/002 Naive Bayes Intuition_en.srt 15KB
  86. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/011 Vector Similarity_en.srt 15KB
  87. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/003 What is a Vector_en.srt 15KB
  88. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/015 Word-to-Index Mapping_en.srt 15KB
  89. ~Get Your Files Here !/08 - Spam Detection/005 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2)_en.srt 14KB
  90. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/009 Stemming and Lemmatization Demo_en.srt 14KB
  91. ~Get Your Files Here !/04 - Markov Models (Intermediate)/008 Building a Text Classifier (Code pt 2)_en.srt 14KB
  92. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/017 Neural Word Embeddings_en.srt 13KB
  93. ~Get Your Files Here !/04 - Markov Models (Intermediate)/009 Language Model (Theory)_en.srt 13KB
  94. ~Get Your Files Here !/04 - Markov Models (Intermediate)/011 Language Model (Code pt 1)_en.srt 13KB
  95. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/018 Neural Word Embeddings Demo_en.srt 13KB
  96. ~Get Your Files Here !/05 - Article Spinner (Intermediate)/005 Article Spinner in Python (pt 2)_en.srt 12KB
  97. ~Get Your Files Here !/04 - Markov Models (Intermediate)/007 Building a Text Classifier (Code pt 1)_en.srt 12KB
  98. ~Get Your Files Here !/09 - Sentiment Analysis/006 Sentiment Analysis in Python (pt 1)_en.srt 12KB
  99. ~Get Your Files Here !/04 - Markov Models (Intermediate)/012 Language Model (Code pt 2)_en.srt 11KB
  100. ~Get Your Files Here !/09 - Sentiment Analysis/004 Logistic Regression Training and Interpretation (pt 3)_en.srt 11KB
  101. ~Get Your Files Here !/05 - Article Spinner (Intermediate)/001 Article Spinning - Problem Description_en.srt 11KB
  102. ~Get Your Files Here !/04 - Markov Models (Intermediate)/004 Probability Smoothing and Log-Probabilities_en.srt 10KB
  103. ~Get Your Files Here !/09 - Sentiment Analysis/001 Sentiment Analysis - Problem Description_en.srt 10KB
  104. ~Get Your Files Here !/09 - Sentiment Analysis/007 Sentiment Analysis in Python (pt 2)_en.srt 10KB
  105. ~Get Your Files Here !/04 - Markov Models (Intermediate)/002 The Markov Property_en.srt 9KB
  106. ~Get Your Files Here !/04 - Markov Models (Intermediate)/005 Building a Text Classifier (Theory)_en.srt 9KB
  107. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/007 Code pt 2_en.srt 9KB
  108. ~Get Your Files Here !/04 - Markov Models (Intermediate)/010 Language Model (Exercise Prompt)_en.srt 9KB
  109. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/010 Code pt 5_en.srt 9KB
  110. ~Get Your Files Here !/04 - Markov Models (Intermediate)/006 Building a Text Classifier (Exercise Prompt)_en.srt 9KB
  111. ~Get Your Files Here !/08 - Spam Detection/001 Spam Detection - Problem Description_en.srt 9KB
  112. ~Get Your Files Here !/09 - Sentiment Analysis/003 Multiclass Logistic Regression (pt 2)_en.srt 8KB
  113. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/012 Section Conclusion_en.srt 8KB
  114. ~Get Your Files Here !/05 - Article Spinner (Intermediate)/003 Article Spinner Exercise Prompt_en.srt 8KB
  115. ~Get Your Files Here !/05 - Article Spinner (Intermediate)/006 Case Study Article Spinning Gone Wrong_en.srt 8KB
  116. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/011 Code pt 6_en.srt 7KB
  117. ~Get Your Files Here !/01 - Introduction/003 Are You Beginner, Intermediate, or Advanced All are OK!_en.srt 7KB
  118. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/005 Code Preparation_en.srt 7KB
  119. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/001 Section Introduction_en.srt 7KB
  120. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/002 Basic Definitions for NLP_en.srt 7KB
  121. ~Get Your Files Here !/03 - Probabilistic Models (Introduction)/001 Probabilistic Models (Introduction)_en.srt 6KB
  122. ~Get Your Files Here !/07 - Machine Learning Models (Introduction)/001 Machine Learning Models (Introduction)_en.srt 6KB
  123. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/007 Stopwords_en.srt 6KB
  124. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/008 Code pt 3_en.srt 6KB
  125. ~Get Your Files Here !/05 - Article Spinner (Intermediate)/002 Article Spinning - N-Gram Approach_en.srt 5KB
  126. ~Get Your Files Here !/09 - Sentiment Analysis/005 Sentiment Analysis - Exercise Prompt_en.srt 5KB
  127. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/001 Vector Models & Text Preprocessing Intro_en.srt 5KB
  128. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/009 Code pt 4_en.srt 5KB
  129. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/002 Ciphers_en.srt 5KB
  130. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/019 Vector Models & Text Preprocessing Summary_en.srt 5KB
  131. ~Get Your Files Here !/06 - Cipher Decryption (Advanced)/006 Code pt 1_en.srt 4KB
  132. ~Get Your Files Here !/04 - Markov Models (Intermediate)/013 Markov Models Section Summary_en.srt 4KB
  133. ~Get Your Files Here !/04 - Markov Models (Intermediate)/001 Markov Models Section Introduction_en.srt 3KB
  134. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/013 (Interactive) Recommender Exercise Prompt_en.srt 3KB
  135. ~Get Your Files Here !/02 - Vector Models and Text Preprocessing/004 Bag of Words_en.srt 3KB
  136. ~Get Your Files Here !/08 - Spam Detection/003 Spam Detection - Exercise Prompt_en.srt 3KB
  137. ~Get Your Files Here !/10 - Extras/001 Colab Notebooks.html 572B
  138. ~Get Your Files Here !/Bonus Resources.txt 386B
  139. ~Get Your Files Here !/01 - Introduction/external-assets-links.txt 223B
  140. Get Bonus Downloads Here.url 182B