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GetFreeCourses.Co-Udemy-Deep Learning and NLP A-Z™ How to create a ChatBot

  • 收录时间:2020-06-15 18:40:08
  • 文件大小:2GB
  • 下载次数:32
  • 最近下载:2020-10-22 17:03:25
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文件列表

  1. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5.1 seq2seq-chatbot-master.zip 1GB
  2. 9. Other ChatBot Implementations/2.1 The Best ChatBot.zip 798MB
  3. 9. Other ChatBot Implementations/5. THANK YOU bonus video.mp4 52MB
  4. 4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.mp4 44MB
  5. 9. Other ChatBot Implementations/3.1 TensorFlow1.4.zip 9MB
  6. 9. Other ChatBot Implementations/4.1 PyTorch.zip 1MB
  7. 9. Other ChatBot Implementations/5. THANK YOU bonus video.srt 2KB
  8. 9. Other ChatBot Implementations/4. A ChatBot Implementation in PyTorch.html 496B
  9. 9. Other ChatBot Implementations/3. A ChatBot Implementation in TensorFlow 1.4.html 344B
  10. How you can help GetFreeCourses.Co.txt 182B
  11. Download Paid Udemy Courses For Free.url 116B
  12. GetFreeCourses.Co.url 116B
  13. 1. Welcome to the course!/1. Get Excited!.mp4 0B
  14. 1. Welcome to the course!/1. Get Excited!.srt 0B
  15. 1. Welcome to the course!/2. Applications.mp4 0B
  16. 1. Welcome to the course!/2. Applications.srt 0B
  17. 1. Welcome to the course!/3. BONUS Learning Paths.html 0B
  18. 1. Welcome to the course!/4. Some Additional Resources!!.html 0B
  19. 1. Welcome to the course!/5. This PDF resource will help you a lot!.html 0B
  20. 1. Welcome to the course!/5.1 NLP (2).pdf 0B
  21. 10. Annex 1 Artificial Neural Networks/1. Plan of Attack.mp4 0B
  22. 10. Annex 1 Artificial Neural Networks/1. Plan of Attack.srt 0B
  23. 10. Annex 1 Artificial Neural Networks/2. The Neuron.mp4 0B
  24. 10. Annex 1 Artificial Neural Networks/2. The Neuron.srt 0B
  25. 10. Annex 1 Artificial Neural Networks/3. The Activation Function.mp4 0B
  26. 10. Annex 1 Artificial Neural Networks/3. The Activation Function.srt 0B
  27. 10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.mp4 0B
  28. 10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.srt 0B
  29. 10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.mp4 0B
  30. 10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.srt 0B
  31. 10. Annex 1 Artificial Neural Networks/6. Gradient Descent.mp4 0B
  32. 10. Annex 1 Artificial Neural Networks/6. Gradient Descent.srt 0B
  33. 10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.mp4 0B
  34. 10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.srt 0B
  35. 10. Annex 1 Artificial Neural Networks/8. Backpropagation.mp4 0B
  36. 10. Annex 1 Artificial Neural Networks/8. Backpropagation.srt 0B
  37. 11. Annex 2 Recurrent Neural Networks/1. Plan of Attack.mp4 0B
  38. 11. Annex 2 Recurrent Neural Networks/1. Plan of Attack.srt 0B
  39. 11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.mp4 0B
  40. 11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.srt 0B
  41. 11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.mp4 0B
  42. 11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.srt 0B
  43. 11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.mp4 0B
  44. 11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.srt 0B
  45. 11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.mp4 0B
  46. 11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.srt 0B
  47. 11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.mp4 0B
  48. 11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.srt 0B
  49. 12. Bonus Lectures/1. YOUR SPECIAL BONUS.html 0B
  50. 2. Deep NLP Intuition/1. What You'll Need For This Module.html 0B
  51. 2. Deep NLP Intuition/10. Seq2Seq Training.mp4 0B
  52. 2. Deep NLP Intuition/10. Seq2Seq Training.srt 0B
  53. 2. Deep NLP Intuition/11. Beam Search Decoding.mp4 0B
  54. 2. Deep NLP Intuition/11. Beam Search Decoding.srt 0B
  55. 2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).mp4 0B
  56. 2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).srt 0B
  57. 2. Deep NLP Intuition/13. Attention Mechanisms (Part 2).mp4 0B
  58. 2. Deep NLP Intuition/13. Attention Mechanisms (Part 2).srt 0B
  59. 2. Deep NLP Intuition/2. Updates on Udemy Reviews.mp4 0B
  60. 2. Deep NLP Intuition/2. Updates on Udemy Reviews.srt 0B
  61. 2. Deep NLP Intuition/3. Plan of Attack.mp4 0B
  62. 2. Deep NLP Intuition/3. Plan of Attack.srt 0B
  63. 2. Deep NLP Intuition/4. Types of Natural Language Processing.mp4 0B
  64. 2. Deep NLP Intuition/4. Types of Natural Language Processing.srt 0B
  65. 2. Deep NLP Intuition/5. Classical vs Deep Learning Models.mp4 0B
  66. 2. Deep NLP Intuition/5. Classical vs Deep Learning Models.srt 0B
  67. 2. Deep NLP Intuition/6. End-to-end Deep Learning Models.mp4 0B
  68. 2. Deep NLP Intuition/6. End-to-end Deep Learning Models.srt 0B
  69. 2. Deep NLP Intuition/7. Bag-of-words model.mp4 0B
  70. 2. Deep NLP Intuition/7. Bag-of-words model.srt 0B
  71. 2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).mp4 0B
  72. 2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).srt 0B
  73. 2. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).mp4 0B
  74. 2. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).srt 0B
  75. 3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.mp4 0B
  76. 3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.srt 0B
  77. 3. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.mp4 0B
  78. 3. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.srt 0B
  79. 3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.mp4 0B
  80. 3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.srt 0B
  81. 4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.mp4 0B
  82. 4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.srt 0B
  83. 4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.mp4 0B
  84. 4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.srt 0B
  85. 4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.mp4 0B
  86. 4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.srt 0B
  87. 4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.mp4 0B
  88. 4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.srt 0B
  89. 4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.mp4 0B
  90. 4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.srt 0B
  91. 4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.mp4 0B
  92. 4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.srt 0B
  93. 4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.srt 0B
  94. 4. ---------- PART 1 - DATA PREPROCESSING ----------/16. Checkpoint!.html 0B
  95. 4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.mp4 0B
  96. 4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.srt 0B
  97. 4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.mp4 0B
  98. 4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.srt 0B
  99. 4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.mp4 0B
  100. 4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.srt 0B
  101. 4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.mp4 0B
  102. 4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.srt 0B
  103. 4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.mp4 0B
  104. 4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.srt 0B
  105. 4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.mp4 0B
  106. 4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.srt 0B
  107. 4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.mp4 0B
  108. 4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.srt 0B
  109. 4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.mp4 0B
  110. 4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.srt 0B
  111. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html 0B
  112. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/10. Checkpoint!.html 0B
  113. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 2 - Building the Seq2Seq Model.mp4 0B
  114. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 2 - Building the Seq2Seq Model.srt 0B
  115. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 18.mp4 0B
  116. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 18.srt 0B
  117. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 19.mp4 0B
  118. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 19.srt 0B
  119. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 20.mp4 0B
  120. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 20.srt 0B
  121. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 21.mp4 0B
  122. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 21.srt 0B
  123. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 22.mp4 0B
  124. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 22.srt 0B
  125. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 23.mp4 0B
  126. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 23.srt 0B
  127. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 24.mp4 0B
  128. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 24.srt 0B
  129. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html 0B
  130. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/10. ChatBot - Step 32.mp4 0B
  131. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/10. ChatBot - Step 32.srt 0B
  132. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/11. ChatBot - Step 33.mp4 0B
  133. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/11. ChatBot - Step 33.srt 0B
  134. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/12. ChatBot - Step 34.mp4 0B
  135. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/12. ChatBot - Step 34.srt 0B
  136. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/13. ChatBot - Step 35.mp4 0B
  137. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/13. ChatBot - Step 35.srt 0B
  138. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/14. ChatBot - Step 36.mp4 0B
  139. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/14. ChatBot - Step 36.srt 0B
  140. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/15. Checkpoint!.html 0B
  141. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 3 - Training the Seq2Seq Model.mp4 0B
  142. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 3 - Training the Seq2Seq Model.srt 0B
  143. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 25.mp4 0B
  144. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 25.srt 0B
  145. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 26.mp4 0B
  146. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 26.srt 0B
  147. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 27.mp4 0B
  148. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 27.srt 0B
  149. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 28.mp4 0B
  150. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 28.srt 0B
  151. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 29.mp4 0B
  152. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 29.srt 0B
  153. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 30.mp4 0B
  154. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 30.srt 0B
  155. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 31.mp4 0B
  156. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 31.srt 0B
  157. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html 0B
  158. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 4 - Testing the Seq2Seq Model.mp4 0B
  159. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 4 - Testing the Seq2Seq Model.srt 0B
  160. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 37.mp4 0B
  161. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 37.srt 0B
  162. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 38.mp4 0B
  163. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 38.srt 0B
  164. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 39.mp4 0B
  165. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 39.srt 0B
  166. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 40.html 0B
  167. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/7. Checkpoint!.html 0B
  168. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/8. Training the ChatBot on Google Colab with GPU.html 0B
  169. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/8.1 Seq2Seq - Colab.zip 0B
  170. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/1. ChatBot - Step 41 Improving & Tuning the ChatBot.html 0B
  171. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/1.1 seq2seq-chatbot-master.zip 0B
  172. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2. ChatBot - Step 42 Introduction to a new model & setup.mp4 0B
  173. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2. ChatBot - Step 42 Introduction to a new model & setup.srt 0B
  174. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2.1 seq2seq-chatbot-master.zip 0B
  175. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 43 Chatbot model discussion.mp4 0B
  176. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 43 Chatbot model discussion.srt 0B
  177. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 44 Tensorboard.mp4 0B
  178. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 44 Tensorboard.srt 0B
  179. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 45 Run the new chatbot model.mp4 0B
  180. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 45 Run the new chatbot model.srt 0B
  181. 9. Other ChatBot Implementations/1. What You'll Need For This Module.html 0B
  182. 9. Other ChatBot Implementations/2. The Best ChatBot.mp4 0B
  183. 9. Other ChatBot Implementations/2. The Best ChatBot.srt 0B