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  1. 01 - Introduction/001 Introduction and Outline.mp4 73.0 MB
  2. 01 - Introduction/001 Introduction and Outline_en.srt 15.5 KB
  3. 01 - Introduction/002 Where to get the Code.mp4 62.9 MB
  4. 01 - Introduction/002 Where to get the Code_en.srt 15.6 KB
  5. 01 - Introduction/003 Are You Beginner, Intermediate, or Advanced All are OK!.mp4 26.7 MB
  6. 01 - Introduction/003 Are You Beginner, Intermediate, or Advanced All are OK!_en.srt 7.2 KB
  7. 01 - Introduction/external-assets-links.txt 223 bytes
  8. 02 - Vector Models and Text Preprocessing/001 Vector Models & Text Preprocessing Intro.mp4 17.5 MB
  9. 02 - Vector Models and Text Preprocessing/001 Vector Models & Text Preprocessing Intro_en.srt 5.0 KB
  10. 02 - Vector Models and Text Preprocessing/002 Basic Definitions for NLP.mp4 28.4 MB
  11. 02 - Vector Models and Text Preprocessing/002 Basic Definitions for NLP_en.srt 6.7 KB
  12. 02 - Vector Models and Text Preprocessing/003 What is a Vector.mp4 48.9 MB
  13. 02 - Vector Models and Text Preprocessing/003 What is a Vector_en.srt 14.9 KB
  14. 02 - Vector Models and Text Preprocessing/004 Bag of Words.mp4 13.9 MB
  15. 02 - Vector Models and Text Preprocessing/004 Bag of Words_en.srt 3.2 KB
  16. 02 - Vector Models and Text Preprocessing/005 Count Vectorizer (Theory).mp4 57.4 MB
  17. 02 - Vector Models and Text Preprocessing/005 Count Vectorizer (Theory)_en.srt 19.2 KB
  18. 02 - Vector Models and Text Preprocessing/006 Tokenization.mp4 73.5 MB
  19. 02 - Vector Models and Text Preprocessing/006 Tokenization_en.srt 19.8 KB
  20. 02 - Vector Models and Text Preprocessing/007 Stopwords.mp4 13.1 MB
  21. 02 - Vector Models and Text Preprocessing/007 Stopwords_en.srt 6.2 KB
  22. 02 - Vector Models and Text Preprocessing/008 Stemming and Lemmatization.mp4 57.9 MB
  23. 02 - Vector Models and Text Preprocessing/008 Stemming and Lemmatization_en.srt 15.8 KB
  24. 02 - Vector Models and Text Preprocessing/009 Stemming and Lemmatization Demo.mp4 74.8 MB
  25. 02 - Vector Models and Text Preprocessing/009 Stemming and Lemmatization Demo_en.srt 13.9 KB
  26. 02 - Vector Models and Text Preprocessing/010 Count Vectorizer (Code).mp4 102.0 MB
  27. 02 - Vector Models and Text Preprocessing/010 Count Vectorizer (Code)_en.srt 19.1 KB
  28. 02 - Vector Models and Text Preprocessing/011 Vector Similarity.mp4 45.1 MB
  29. 02 - Vector Models and Text Preprocessing/011 Vector Similarity_en.srt 15.2 KB
  30. 02 - Vector Models and Text Preprocessing/012 TF-IDF (Theory).mp4 58.6 MB
  31. 02 - Vector Models and Text Preprocessing/012 TF-IDF (Theory)_en.srt 18.3 KB
  32. 02 - Vector Models and Text Preprocessing/013 (Interactive) Recommender Exercise Prompt.mp4 13.4 MB
  33. 02 - Vector Models and Text Preprocessing/013 (Interactive) Recommender Exercise Prompt_en.srt 3.2 KB
  34. 02 - Vector Models and Text Preprocessing/014 TF-IDF (Code).mp4 124.9 MB
  35. 02 - Vector Models and Text Preprocessing/014 TF-IDF (Code)_en.srt 24.8 KB
  36. 02 - Vector Models and Text Preprocessing/015 Word-to-Index Mapping.mp4 47.6 MB
  37. 02 - Vector Models and Text Preprocessing/015 Word-to-Index Mapping_en.srt 14.8 KB
  38. 02 - Vector Models and Text Preprocessing/016 How to Build TF-IDF From Scratch.mp4 79.8 MB
  39. 02 - Vector Models and Text Preprocessing/016 How to Build TF-IDF From Scratch_en.srt 18.6 KB
  40. 02 - Vector Models and Text Preprocessing/017 Neural Word Embeddings.mp4 45.5 MB
  41. 02 - Vector Models and Text Preprocessing/017 Neural Word Embeddings_en.srt 13.5 KB
  42. 02 - Vector Models and Text Preprocessing/018 Neural Word Embeddings Demo.mp4 66.8 MB
  43. 02 - Vector Models and Text Preprocessing/018 Neural Word Embeddings Demo_en.srt 12.7 KB
  44. 02 - Vector Models and Text Preprocessing/019 Vector Models & Text Preprocessing Summary.mp4 20.9 MB
  45. 02 - Vector Models and Text Preprocessing/019 Vector Models & Text Preprocessing Summary_en.srt 4.8 KB
  46. 02 - Vector Models and Text Preprocessing/Download Paid Udemy Courses For Free.url 116 bytes
  47. 02 - Vector Models and Text Preprocessing/GetFreeCourses.Co.url 116 bytes
  48. 02 - Vector Models and Text Preprocessing/How you can help GetFreeCourses.Co.txt 182 bytes
  49. 03 - Probabilistic Models (Introduction)/001 Probabilistic Models (Introduction).mp4 26.9 MB
  50. 03 - Probabilistic Models (Introduction)/001 Probabilistic Models (Introduction)_en.srt 6.3 KB
  51. 04 - Markov Models (Intermediate)/001 Markov Models Section Introduction.mp4 13.1 MB
  52. 04 - Markov Models (Intermediate)/001 Markov Models Section Introduction_en.srt 3.5 KB
  53. 04 - Markov Models (Intermediate)/002 The Markov Property.mp4 32.2 MB
  54. 04 - Markov Models (Intermediate)/002 The Markov Property_en.srt 9.5 KB
  55. 04 - Markov Models (Intermediate)/003 The Markov Model.mp4 45.3 MB
  56. 04 - Markov Models (Intermediate)/003 The Markov Model_en.srt 16.0 KB
  57. 04 - Markov Models (Intermediate)/004 Probability Smoothing and Log-Probabilities.mp4 32.9 MB
  58. 04 - Markov Models (Intermediate)/004 Probability Smoothing and Log-Probabilities_en.srt 10.3 KB
  59. 04 - Markov Models (Intermediate)/005 Building a Text Classifier (Theory).mp4 28.9 MB
  60. 04 - Markov Models (Intermediate)/005 Building a Text Classifier (Theory)_en.srt 9.5 KB
  61. 04 - Markov Models (Intermediate)/006 Building a Text Classifier (Exercise Prompt).mp4 16.1 MB
  62. 04 - Markov Models (Intermediate)/006 Building a Text Classifier (Exercise Prompt)_en.srt 8.8 KB
  63. 04 - Markov Models (Intermediate)/007 Building a Text Classifier (Code pt 1).mp4 57.7 MB
  64. 04 - Markov Models (Intermediate)/007 Building a Text Classifier (Code pt 1)_en.srt 11.8 KB
  65. 04 - Markov Models (Intermediate)/008 Building a Text Classifier (Code pt 2).mp4 72.2 MB
  66. 04 - Markov Models (Intermediate)/008 Building a Text Classifier (Code pt 2)_en.srt 13.8 KB
  67. 04 - Markov Models (Intermediate)/009 Language Model (Theory).mp4 45.0 MB
  68. 04 - Markov Models (Intermediate)/009 Language Model (Theory)_en.srt 13.3 KB
  69. 04 - Markov Models (Intermediate)/010 Language Model (Exercise Prompt).mp4 28.8 MB
  70. 04 - Markov Models (Intermediate)/010 Language Model (Exercise Prompt)_en.srt 9.0 KB
  71. 04 - Markov Models (Intermediate)/011 Language Model (Code pt 1).mp4 62.8 MB
  72. 04 - Markov Models (Intermediate)/011 Language Model (Code pt 1)_en.srt 13.2 KB
  73. 04 - Markov Models (Intermediate)/012 Language Model (Code pt 2).mp4 52.4 MB
  74. 04 - Markov Models (Intermediate)/012 Language Model (Code pt 2)_en.srt 11.3 KB
  75. 04 - Markov Models (Intermediate)/013 Markov Models Section Summary.mp4 15.6 MB
  76. 04 - Markov Models (Intermediate)/013 Markov Models Section Summary_en.srt 4.0 KB
  77. 05 - Article Spinner (Intermediate)/001 Article Spinning - Problem Description.mp4 41.9 MB
  78. 05 - Article Spinner (Intermediate)/001 Article Spinning - Problem Description_en.srt 10.8 KB
  79. 05 - Article Spinner (Intermediate)/002 Article Spinning - N-Gram Approach.mp4 15.9 MB
  80. 05 - Article Spinner (Intermediate)/002 Article Spinning - N-Gram Approach_en.srt 5.2 KB
  81. 05 - Article Spinner (Intermediate)/003 Article Spinner Exercise Prompt.mp4 24.6 MB
  82. 05 - Article Spinner (Intermediate)/003 Article Spinner Exercise Prompt_en.srt 7.6 KB
  83. 05 - Article Spinner (Intermediate)/004 Article Spinner in Python (pt 1).mp4 95.9 MB
  84. 05 - Article Spinner (Intermediate)/004 Article Spinner in Python (pt 1)_en.srt 20.7 KB
  85. 05 - Article Spinner (Intermediate)/005 Article Spinner in Python (pt 2).mp4 75.4 MB
  86. 05 - Article Spinner (Intermediate)/005 Article Spinner in Python (pt 2)_en.srt 12.4 KB
  87. 05 - Article Spinner (Intermediate)/006 Case Study Article Spinning Gone Wrong.mp4 28.2 MB
  88. 05 - Article Spinner (Intermediate)/006 Case Study Article Spinning Gone Wrong_en.srt 7.6 KB
  89. 06 - Cipher Decryption (Advanced)/001 Section Introduction.mp4 26.3 MB
  90. 06 - Cipher Decryption (Advanced)/001 Section Introduction_en.srt 6.7 KB
  91. 06 - Cipher Decryption (Advanced)/002 Ciphers.mp4 17.2 MB
  92. 06 - Cipher Decryption (Advanced)/002 Ciphers_en.srt 4.8 KB
  93. 06 - Cipher Decryption (Advanced)/003 Language Models (Review).mp4 65.5 MB
  94. 06 - Cipher Decryption (Advanced)/003 Language Models (Review)_en.srt 20.5 KB
  95. 06 - Cipher Decryption (Advanced)/004 Genetic Algorithms.mp4 105.2 MB
  96. 06 - Cipher Decryption (Advanced)/004 Genetic Algorithms_en.srt 29.2 KB
  97. 06 - Cipher Decryption (Advanced)/005 Code Preparation.mp4 20.6 MB
  98. 06 - Cipher Decryption (Advanced)/005 Code Preparation_en.srt 6.7 KB
  99. 06 - Cipher Decryption (Advanced)/006 Code pt 1.mp4 16.0 MB
  100. 06 - Cipher Decryption (Advanced)/006 Code pt 1_en.srt 4.1 KB
  101. 06 - Cipher Decryption (Advanced)/007 Code pt 2.mp4 39.1 MB
  102. 06 - Cipher Decryption (Advanced)/007 Code pt 2_en.srt 9.3 KB
  103. 06 - Cipher Decryption (Advanced)/008 Code pt 3.mp4 29.5 MB
  104. 06 - Cipher Decryption (Advanced)/008 Code pt 3_en.srt 6.1 KB
  105. 06 - Cipher Decryption (Advanced)/009 Code pt 4.mp4 25.6 MB
  106. 06 - Cipher Decryption (Advanced)/009 Code pt 4_en.srt 4.8 KB
  107. 06 - Cipher Decryption (Advanced)/010 Code pt 5.mp4 41.0 MB
  108. 06 - Cipher Decryption (Advanced)/010 Code pt 5_en.srt 8.8 KB
  109. 06 - Cipher Decryption (Advanced)/011 Code pt 6.mp4 13.3 MB
  110. 06 - Cipher Decryption (Advanced)/011 Code pt 6_en.srt 7.2 KB
  111. 06 - Cipher Decryption (Advanced)/012 Section Conclusion.mp4 24.2 MB
  112. 06 - Cipher Decryption (Advanced)/012 Section Conclusion_en.srt 8.3 KB
  113. 07 - Machine Learning Models (Introduction)/001 Machine Learning Models (Introduction).mp4 23.4 MB
  114. 07 - Machine Learning Models (Introduction)/001 Machine Learning Models (Introduction)_en.srt 6.2 KB
  115. 07 - Machine Learning Models (Introduction)/Download Paid Udemy Courses For Free.url 116 bytes
  116. 07 - Machine Learning Models (Introduction)/GetFreeCourses.Co.url 116 bytes
  117. 07 - Machine Learning Models (Introduction)/How you can help GetFreeCourses.Co.txt 182 bytes
  118. 08 - Spam Detection/001 Spam Detection - Problem Description.mp4 31.3 MB
  119. 08 - Spam Detection/001 Spam Detection - Problem Description_en.srt 8.7 KB
  120. 08 - Spam Detection/002 Naive Bayes Intuition.mp4 51.3 MB
  121. 08 - Spam Detection/002 Naive Bayes Intuition_en.srt 15.2 KB
  122. 08 - Spam Detection/003 Spam Detection - Exercise Prompt.mp4 8.7 MB
  123. 08 - Spam Detection/003 Spam Detection - Exercise Prompt_en.srt 2.6 KB
  124. 08 - Spam Detection/004 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).mp4 60.2 MB
  125. 08 - Spam Detection/004 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1)_en.srt 16.8 KB
  126. 08 - Spam Detection/005 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2).mp4 27.3 MB
  127. 08 - Spam Detection/005 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2)_en.srt 14.5 KB
  128. 08 - Spam Detection/006 Spam Detection in Python.mp4 107.6 MB
  129. 08 - Spam Detection/006 Spam Detection in Python_en.srt 19.3 KB
  130. 09 - Sentiment Analysis/001 Sentiment Analysis - Problem Description.mp4 42.7 MB
  131. 09 - Sentiment Analysis/001 Sentiment Analysis - Problem Description_en.srt 9.8 KB
  132. 09 - Sentiment Analysis/002 Logistic Regression Intuition (pt 1).mp4 63.6 MB
  133. 09 - Sentiment Analysis/002 Logistic Regression Intuition (pt 1)_en.srt 22.5 KB
  134. 09 - Sentiment Analysis/003 Multiclass Logistic Regression (pt 2).mp4 23.6 MB
  135. 09 - Sentiment Analysis/003 Multiclass Logistic Regression (pt 2)_en.srt 8.5 KB
  136. 09 - Sentiment Analysis/004 Logistic Regression Training and Interpretation (pt 3).mp4 39.6 MB
  137. 09 - Sentiment Analysis/004 Logistic Regression Training and Interpretation (pt 3)_en.srt 10.8 KB
  138. 09 - Sentiment Analysis/005 Sentiment Analysis - Exercise Prompt.mp4 16.6 MB
  139. 09 - Sentiment Analysis/005 Sentiment Analysis - Exercise Prompt_en.srt 5.1 KB
  140. 09 - Sentiment Analysis/006 Sentiment Analysis in Python (pt 1).mp4 24.8 MB
  141. 09 - Sentiment Analysis/006 Sentiment Analysis in Python (pt 1)_en.srt 11.6 KB
  142. 09 - Sentiment Analysis/007 Sentiment Analysis in Python (pt 2).mp4 52.0 MB
  143. 09 - Sentiment Analysis/007 Sentiment Analysis in Python (pt 2)_en.srt 9.7 KB
  144. 10 - Extras/001 Colab Notebooks.html 572 bytes
  145. Download Paid Udemy Courses For Free.url 116 bytes
  146. GetFreeCourses.Co.url 116 bytes
  147. How you can help GetFreeCourses.Co.txt 182 bytes

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