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[] Udemy - Deep Learning and NLP A-Z™ How to create a ChatBot

  • 收录时间:2020-01-24 10:11:06
  • 文件大小:6GB
  • 下载次数:82
  • 最近下载:2021-01-17 14:39:05
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文件列表

  1. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/1.1 seq2seq-chatbot-master.zip.zip 1GB
  2. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2.1 seq2seq-chatbot-master.zip.zip 1GB
  3. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5.1 seq2seq-chatbot-master.zip.zip 1GB
  4. 9. Other ChatBot Implementations/2.1 The Best ChatBot.zip.zip 798MB
  5. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 43 Chatbot model discussion.mp4 99MB
  6. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 44 Tensorboard.mp4 60MB
  7. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 21.mp4 55MB
  8. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 22.mp4 54MB
  9. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/13. ChatBot - Step 35.mp4 54MB
  10. 11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.mp4 53MB
  11. 9. Other ChatBot Implementations/5. THANK YOU bonus video.mp4 52MB
  12. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 23.mp4 50MB
  13. 2. Deep NLP Intuition/2. Updates on Udemy Reviews.mp4 46MB
  14. 11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.mp4 46MB
  15. 4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.mp4 44MB
  16. 9. Other ChatBot Implementations/2. The Best ChatBot.mp4 39MB
  17. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 20.mp4 38MB
  18. 11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.mp4 37MB
  19. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2. ChatBot - Step 42 Introduction to a new model & setup.mp4 36MB
  20. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 45 Run the new chatbot model.mp4 35MB
  21. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 24.mp4 35MB
  22. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 39.mp4 34MB
  23. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 19.mp4 34MB
  24. 2. Deep NLP Intuition/7. Bag-of-words model.mp4 34MB
  25. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/11. ChatBot - Step 33.mp4 31MB
  26. 2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).mp4 31MB
  27. 2. Deep NLP Intuition/6. End-to-end Deep Learning Models.mp4 30MB
  28. 10. Annex 1 Artificial Neural Networks/2. The Neuron.mp4 30MB
  29. 11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.mp4 29MB
  30. 4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.mp4 27MB
  31. 10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.mp4 27MB
  32. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 25.mp4 26MB
  33. 4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.mp4 25MB
  34. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/14. ChatBot - Step 36.mp4 25MB
  35. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 31.mp4 24MB
  36. 2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).mp4 24MB
  37. 10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.mp4 24MB
  38. 2. Deep NLP Intuition/5. Classical vs Deep Learning Models.mp4 23MB
  39. 2. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).mp4 23MB
  40. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/10. ChatBot - Step 32.mp4 23MB
  41. 2. Deep NLP Intuition/10. Seq2Seq Training.mp4 23MB
  42. 4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.mp4 22MB
  43. 3. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.mp4 22MB
  44. 4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.mp4 21MB
  45. 2. Deep NLP Intuition/13. Attention Mechanisms (Part 2).mp4 20MB
  46. 4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.mp4 20MB
  47. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/12. ChatBot - Step 34.mp4 20MB
  48. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 18.mp4 19MB
  49. 10. Annex 1 Artificial Neural Networks/6. Gradient Descent.mp4 19MB
  50. 4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.mp4 18MB
  51. 3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.mp4 18MB
  52. 2. Deep NLP Intuition/11. Beam Search Decoding.mp4 18MB
  53. 10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.mp4 17MB
  54. 4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.mp4 16MB
  55. 4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.mp4 16MB
  56. 4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.mp4 16MB
  57. 10. Annex 1 Artificial Neural Networks/3. The Activation Function.mp4 15MB
  58. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 30.mp4 15MB
  59. 1. Welcome to the course!/1. Get Excited!.mp4 14MB
  60. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 28.mp4 13MB
  61. 4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.mp4 13MB
  62. 4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.mp4 12MB
  63. 4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.mp4 12MB
  64. 10. Annex 1 Artificial Neural Networks/8. Backpropagation.mp4 11MB
  65. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 37.mp4 11MB
  66. 1. Welcome to the course!/2. Applications.mp4 10MB
  67. 9. Other ChatBot Implementations/3.1 TensorFlow1.4.zip.zip 9MB
  68. 3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.mp4 9MB
  69. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 3 - Training the Seq2Seq Model.mp4 8MB
  70. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 2 - Building the Seq2Seq Model.mp4 8MB
  71. 4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.mp4 8MB
  72. 2. Deep NLP Intuition/4. Types of Natural Language Processing.mp4 8MB
  73. 11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.mp4 7MB
  74. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 27.mp4 7MB
  75. 2. Deep NLP Intuition/3. Plan of Attack.mp4 7MB
  76. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 4 - Testing the Seq2Seq Model.mp4 6MB
  77. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 38.mp4 6MB
  78. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 29.mp4 6MB
  79. 10. Annex 1 Artificial Neural Networks/1. Plan of Attack.mp4 5MB
  80. 4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.mp4 4MB
  81. 11. Annex 2 Recurrent Neural Networks/1. Plan of Attack.mp4 4MB
  82. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 26.mp4 4MB
  83. 9. Other ChatBot Implementations/4.1 PyTorch.zip.zip 1MB
  84. 1. Welcome to the course!/5.1 NLP (2).pdf.pdf 1MB
  85. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 40.html 29KB
  86. 11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.vtt 25KB
  87. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/7. Checkpoint!.html 24KB
  88. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 21.vtt 23KB
  89. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/15. Checkpoint!.html 22KB
  90. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/13. ChatBot - Step 35.vtt 22KB
  91. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 23.vtt 22KB
  92. 10. Annex 1 Artificial Neural Networks/2. The Neuron.vtt 22KB
  93. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 24.vtt 22KB
  94. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 22.vtt 21KB
  95. 2. Deep NLP Intuition/7. Bag-of-words model.vtt 21KB
  96. 11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.vtt 21KB
  97. 9. Other ChatBot Implementations/2. The Best ChatBot.vtt 20KB
  98. 2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).vtt 18KB
  99. 11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.vtt 18KB
  100. 11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.vtt 18KB
  101. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 20.vtt 18KB
  102. 2. Deep NLP Intuition/6. End-to-end Deep Learning Models.vtt 18KB
  103. 4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.vtt 17KB
  104. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 39.vtt 17KB
  105. 10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.vtt 17KB
  106. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 19.vtt 17KB
  107. 10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.vtt 17KB
  108. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 31.vtt 15KB
  109. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/11. ChatBot - Step 33.vtt 15KB
  110. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/10. Checkpoint!.html 14KB
  111. 2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).vtt 14KB
  112. 4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.vtt 13KB
  113. 2. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).vtt 13KB
  114. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 25.vtt 13KB
  115. 2. Deep NLP Intuition/5. Classical vs Deep Learning Models.vtt 13KB
  116. 3. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.vtt 13KB
  117. 2. Deep NLP Intuition/10. Seq2Seq Training.vtt 12KB
  118. 10. Annex 1 Artificial Neural Networks/6. Gradient Descent.vtt 12KB
  119. 4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.vtt 12KB
  120. 4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.vtt 12KB
  121. 2. Deep NLP Intuition/13. Attention Mechanisms (Part 2).vtt 12KB
  122. 4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.vtt 11KB
  123. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/10. ChatBot - Step 32.vtt 11KB
  124. 2. Deep NLP Intuition/11. Beam Search Decoding.vtt 11KB
  125. 10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.vtt 11KB
  126. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 43 Chatbot model discussion.vtt 11KB
  127. 10. Annex 1 Artificial Neural Networks/3. The Activation Function.vtt 11KB
  128. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 18.vtt 10KB
  129. 4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.vtt 10KB
  130. 4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.vtt 10KB
  131. 3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.vtt 10KB
  132. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/12. ChatBot - Step 34.vtt 9KB
  133. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 30.vtt 9KB
  134. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/14. ChatBot - Step 36.vtt 9KB
  135. 4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.vtt 8KB
  136. 4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.vtt 8KB
  137. 1. Welcome to the course!/2. Applications.vtt 7KB
  138. 4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.vtt 7KB
  139. 1. Welcome to the course!/1. Get Excited!.vtt 7KB
  140. 4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.vtt 6KB
  141. 3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.vtt 6KB
  142. 10. Annex 1 Artificial Neural Networks/8. Backpropagation.vtt 6KB
  143. 4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.vtt 6KB
  144. 4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.vtt 6KB
  145. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/8.1 Seq2Seq - Colab.zip.zip 6KB
  146. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 37.vtt 6KB
  147. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 44 Tensorboard.vtt 5KB
  148. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 45 Run the new chatbot model.vtt 5KB
  149. 2. Deep NLP Intuition/3. Plan of Attack.vtt 5KB
  150. 4. ---------- PART 1 - DATA PREPROCESSING ----------/16. Checkpoint!.html 5KB
  151. 2. Deep NLP Intuition/4. Types of Natural Language Processing.vtt 5KB
  152. 11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.vtt 4KB
  153. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 28.vtt 4KB
  154. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2. ChatBot - Step 42 Introduction to a new model & setup.vtt 4KB
  155. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 38.vtt 4KB
  156. 10. Annex 1 Artificial Neural Networks/1. Plan of Attack.vtt 4KB
  157. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 29.vtt 3KB
  158. 4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.vtt 3KB
  159. 11. Annex 2 Recurrent Neural Networks/1. Plan of Attack.vtt 3KB
  160. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/8. Training the ChatBot on Google Colab with GPU.html 3KB
  161. 2. Deep NLP Intuition/2. Updates on Udemy Reviews.vtt 3KB
  162. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 26.vtt 2KB
  163. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 27.vtt 2KB
  164. 9. Other ChatBot Implementations/5. THANK YOU bonus video.vtt 2KB
  165. 1. Welcome to the course!/3. BONUS Learning Paths.html 2KB
  166. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/1. ChatBot - Step 41 Improving & Tuning the ChatBot.html 1KB
  167. 1. Welcome to the course!/5. This PDF resource will help you a lot!.html 773B
  168. 1. Welcome to the course!/4. Some Additional Resources!!.html 644B
  169. 9. Other ChatBot Implementations/4. A ChatBot Implementation in PyTorch.html 496B
  170. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html 457B
  171. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html 457B
  172. 9. Other ChatBot Implementations/1. What You'll Need For This Module.html 457B
  173. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html 456B
  174. 2. Deep NLP Intuition/1. What You'll Need For This Module.html 449B
  175. 9. Other ChatBot Implementations/3. A ChatBot Implementation in TensorFlow 1.4.html 344B
  176. [FreeCourseLab.com].url 126B
  177. 4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.vtt 8B
  178. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 2 - Building the Seq2Seq Model.vtt 8B
  179. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 3 - Training the Seq2Seq Model.vtt 8B
  180. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 4 - Testing the Seq2Seq Model.vtt 8B