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[] Udemy - Artificial Intelligence A-Z™ Learn How To Build An AI

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文件列表

  1. 12. Deep Convolutional Q-Learning Visualization/1. Watching our AI play Doom.mp4 155MB
  2. 16. A3C Visualization/1. Watching our AI play Breakout.mp4 91MB
  3. 8. Deep Q-Learning Visualization/4. Self Driving Car - Level 4.mp4 70MB
  4. 16. A3C Visualization/2. THANK YOU bonus video.mp4 52MB
  5. 1. Welcome to the course!/6. Updates on Udemy Reviews.mp4 51MB
  6. 4. Q-Learning Visualization/1. Q-Learning Visualization.mp4 50MB
  7. 11. Deep Convolutional Q-Learning Implementation/19. Doom - Step 17.mp4 46MB
  8. 7. Deep Q-Learning Implementation/5. Self Driving Car - Step 2.mp4 44MB
  9. 18. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.mp4 40MB
  10. 14. A3C Intuition/2. The three A's in A3C.mp4 39MB
  11. 3. Q-Learning Intuition/9. Temporal Difference.mp4 39MB
  12. 11. Deep Convolutional Q-Learning Implementation/16. Doom - Step 14.mp4 38MB
  13. 7. Deep Q-Learning Implementation/12. Self Driving Car - Step 9.mp4 37MB
  14. 3. Q-Learning Intuition/3. The Bellman Equation.mp4 36MB
  15. 6. Deep Q-Learning Intuition/5. Action Selection Policies.mp4 35MB
  16. 15. A3C Implementation/14. Breakout - Step 12.mp4 34MB
  17. 7. Deep Q-Learning Implementation/14. Self Driving Car - Step 11.mp4 34MB
  18. 18. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.srt 34MB
  19. 18. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.mp4 33MB
  20. 18. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.mp4 33MB
  21. 7. Deep Q-Learning Implementation/15. Self Driving Car - Step 12.mp4 32MB
  22. 6. Deep Q-Learning Intuition/4. Experience Replay.mp4 32MB
  23. 14. A3C Intuition/5. Advantage.mp4 32MB
  24. 3. Q-Learning Intuition/5. Markov Decision Process.mp4 32MB
  25. 14. A3C Intuition/6. LSTM Layer.mp4 31MB
  26. 6. Deep Q-Learning Intuition/2. Deep Q-Learning Intuition - Learning.mp4 31MB
  27. 7. Deep Q-Learning Implementation/16. Self Driving Car - Step 13.mp4 31MB
  28. 11. Deep Convolutional Q-Learning Implementation/7. Doom - Step 5.mp4 30MB
  29. 18. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.mp4 30MB
  30. 3. Q-Learning Intuition/8. Q-Learning Intuition.mp4 30MB
  31. 7. Deep Q-Learning Implementation/13. Self Driving Car - Step 10.mp4 30MB
  32. 11. Deep Convolutional Q-Learning Implementation/3. Doom - Step 1.mp4 30MB
  33. 17. Annex 1 Artificial Neural Networks/3. The Neuron.mp4 29MB
  34. 17. Annex 1 Artificial Neural Networks/1. What is Deep Learning.mp4 28MB
  35. 18. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.mp4 28MB
  36. 15. A3C Implementation/6. Breakout - Step 4.mp4 27MB
  37. 7. Deep Q-Learning Implementation/7. Self Driving Car - Step 4.mp4 27MB
  38. 15. A3C Implementation/8. Breakout - Step 6.mp4 27MB
  39. 3. Q-Learning Intuition/6. Policy vs Plan.mp4 26MB
  40. 17. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.mp4 25MB
  41. 15. A3C Implementation/3. Breakout - Step 1.mp4 25MB
  42. 15. A3C Implementation/7. Breakout - Step 5.mp4 25MB
  43. 15. A3C Implementation/11. Breakout - Step 9.mp4 24MB
  44. 15. A3C Implementation/5. Breakout - Step 3.mp4 24MB
  45. 14. A3C Intuition/4. Asynchronous.mp4 24MB
  46. 11. Deep Convolutional Q-Learning Implementation/18. Doom - Step 16.mp4 24MB
  47. 1. Welcome to the course!/4. Installing Anaconda.mp4 23MB
  48. 15. A3C Implementation/10. Breakout - Step 8.mp4 23MB
  49. 7. Deep Q-Learning Implementation/11. Self Driving Car - Step 8.mp4 23MB
  50. 17. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.mp4 23MB
  51. 8. Deep Q-Learning Visualization/1. Self Driving Car - Level 1.mp4 22MB
  52. 7. Deep Q-Learning Implementation/4. Self Driving Car - Step 1.mp4 22MB
  53. 11. Deep Convolutional Q-Learning Implementation/6. Doom - Step 4.mp4 21MB
  54. 3. Q-Learning Intuition/2. What is reinforcement learning.mp4 20MB
  55. 3. Q-Learning Intuition/7. Adding a Living Penalty.srt 20MB
  56. 3. Q-Learning Intuition/7. Adding a Living Penalty.mp4 20MB
  57. 11. Deep Convolutional Q-Learning Implementation/13. Doom - Step 11.mp4 20MB
  58. 15. A3C Implementation/9. Breakout - Step 7.mp4 20MB
  59. 15. A3C Implementation/15. Breakout - Step 13.mp4 19MB
  60. 11. Deep Convolutional Q-Learning Implementation/12. Doom - Step 10.mp4 19MB
  61. 11. Deep Convolutional Q-Learning Implementation/17. Doom - Step 15.mp4 19MB
  62. 11. Deep Convolutional Q-Learning Implementation/5. Doom - Step 3.mp4 19MB
  63. 8. Deep Q-Learning Visualization/3. Self Driving Car - Level 3.mp4 19MB
  64. 11. Deep Convolutional Q-Learning Implementation/4. Doom - Step 2.mp4 18MB
  65. 15. A3C Implementation/12. Breakout - Step 10.mp4 18MB
  66. 7. Deep Q-Learning Implementation/19. Self Driving Car - Step 16.mp4 18MB
  67. 17. Annex 1 Artificial Neural Networks/7. Gradient Descent.mp4 18MB
  68. 17. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.mp4 16MB
  69. 10. Deep Convolutional Q-Learning Intuition/3. Eligibility Trace.mp4 16MB
  70. 7. Deep Q-Learning Implementation/6. Self Driving Car - Step 3.mp4 16MB
  71. 10. Deep Convolutional Q-Learning Intuition/2. Deep Convolutional Q-Learning Intuition.mp4 16MB
  72. 11. Deep Convolutional Q-Learning Implementation/8. Doom - Step 6.mp4 15MB
  73. 15. A3C Implementation/4. Breakout - Step 2.mp4 15MB
  74. 17. Annex 1 Artificial Neural Networks/4. The Activation Function.mp4 15MB
  75. 11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.mp4 14MB
  76. 11. Deep Convolutional Q-Learning Implementation/15. Doom - Step 13.mp4 14MB
  77. 7. Deep Q-Learning Implementation/3. Getting Started.mp4 14MB
  78. 14. A3C Intuition/3. Actor-Critic.mp4 14MB
  79. 18. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.mp4 13MB
  80. 7. Deep Q-Learning Implementation/18. Self Driving Car - Step 15.mp4 13MB
  81. 3. Q-Learning Intuition/9. Temporal Difference.srt 13MB
  82. 6. Deep Q-Learning Intuition/3. Deep Q-Learning Intuition - Acting.mp4 13MB
  83. 1. Welcome to the course!/1. Why AI.mp4 13MB
  84. 7. Deep Q-Learning Implementation/9. Self Driving Car - Step 6.mp4 12MB
  85. 8. Deep Q-Learning Visualization/2. Self Driving Car - Level 2.mp4 12MB
  86. 15. A3C Implementation/16. Breakout - Step 14.mp4 12MB
  87. 7. Deep Q-Learning Implementation/10. Self Driving Car - Step 7.mp4 12MB
  88. 7. Deep Q-Learning Implementation/8. Self Driving Car - Step 5.mp4 12MB
  89. 15. A3C Implementation/13. Breakout - Step 11.mp4 11MB
  90. 17. Annex 1 Artificial Neural Networks/9. Backpropagation.mp4 11MB
  91. 11. Deep Convolutional Q-Learning Implementation/9. Doom - Step 7.mp4 10MB
  92. 11. Deep Convolutional Q-Learning Implementation/14. Doom - Step 12.mp4 10MB
  93. 11. Deep Convolutional Q-Learning Implementation/11. Doom - Step 9.mp4 8MB
  94. 18. Annex 2 Convolutional Neural Networks/8. Summary.mp4 8MB
  95. 3. Q-Learning Intuition/1. Plan of Attack.mp4 7MB
  96. 7. Deep Q-Learning Implementation/17. Self Driving Car - Step 14.mp4 7MB
  97. 18. Annex 2 Convolutional Neural Networks/1. Plan of Attack.mp4 6MB
  98. 14. A3C Intuition/1. Plan of Attack.mp4 6MB
  99. 10. Deep Convolutional Q-Learning Intuition/1. Plan of Attack.mp4 6MB
  100. 17. Annex 1 Artificial Neural Networks/2. Plan of Attack.mp4 5MB
  101. 3. Q-Learning Intuition/4. The Plan.mp4 4MB
  102. 6. Deep Q-Learning Intuition/1. Plan of Attack.mp4 4MB
  103. 18. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.mp4 3MB
  104. 1. Welcome to the course!/7.1 Artificial_Intelligence_A_Z___Learn_How_To_Build_An_AI (2).pdf.pdf 1MB
  105. 12. Deep Convolutional Q-Learning Visualization/1. Watching our AI play Doom.srt 31KB
  106. 3. Q-Learning Intuition/3. The Bellman Equation.srt 30KB
  107. 18. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.srt 29KB
  108. 11. Deep Convolutional Q-Learning Implementation/19. Doom - Step 17.srt 27KB
  109. 3. Q-Learning Intuition/5. Markov Decision Process.srt 27KB
  110. 18. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.srt 25KB
  111. 17. Annex 1 Artificial Neural Networks/3. The Neuron.srt 25KB
  112. 14. A3C Intuition/6. LSTM Layer.srt 24KB
  113. 6. Deep Q-Learning Intuition/5. Action Selection Policies.srt 24KB
  114. 7. Deep Q-Learning Implementation/12. Self Driving Car - Step 9.srt 24KB
  115. 6. Deep Q-Learning Intuition/4. Experience Replay.srt 24KB
  116. 18. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.srt 23KB
  117. 7. Deep Q-Learning Implementation/5. Self Driving Car - Step 2.srt 23KB
  118. 14. A3C Intuition/5. Advantage.srt 23KB
  119. 6. Deep Q-Learning Intuition/2. Deep Q-Learning Intuition - Learning.srt 22KB
  120. 18. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.srt 22KB
  121. 3. Q-Learning Intuition/8. Q-Learning Intuition.srt 22KB
  122. 11. Deep Convolutional Q-Learning Implementation/16. Doom - Step 14.srt 22KB
  123. 7. Deep Q-Learning Implementation/14. Self Driving Car - Step 11.srt 21KB
  124. 4. Q-Learning Visualization/1. Q-Learning Visualization.srt 21KB
  125. 3. Q-Learning Intuition/6. Policy vs Plan.srt 21KB
  126. 7. Deep Q-Learning Implementation/7. Self Driving Car - Step 4.srt 21KB
  127. 11. Deep Convolutional Q-Learning Implementation/7. Doom - Step 5.srt 20KB
  128. 15. A3C Implementation/14. Breakout - Step 12.srt 20KB
  129. 7. Deep Q-Learning Implementation/13. Self Driving Car - Step 10.srt 20KB
  130. 17. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.srt 19KB
  131. 17. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.srt 19KB
  132. 17. Annex 1 Artificial Neural Networks/1. What is Deep Learning.srt 18KB
  133. 3. Q-Learning Intuition/2. What is reinforcement learning.srt 18KB
  134. 14. A3C Intuition/4. Asynchronous.srt 18KB
  135. 7. Deep Q-Learning Implementation/15. Self Driving Car - Step 12.srt 18KB
  136. 15. A3C Implementation/6. Breakout - Step 4.srt 18KB
  137. 15. A3C Implementation/8. Breakout - Step 6.srt 17KB
  138. 7. Deep Q-Learning Implementation/16. Self Driving Car - Step 13.srt 17KB
  139. 15. A3C Implementation/10. Breakout - Step 8.srt 16KB
  140. 15. A3C Implementation/5. Breakout - Step 3.srt 16KB
  141. 11. Deep Convolutional Q-Learning Implementation/6. Doom - Step 4.srt 15KB
  142. 15. A3C Implementation/3. Breakout - Step 1.srt 15KB
  143. 15. A3C Implementation/11. Breakout - Step 9.srt 15KB
  144. 7. Deep Q-Learning Implementation/11. Self Driving Car - Step 8.srt 15KB
  145. 15. A3C Implementation/7. Breakout - Step 5.srt 15KB
  146. 11. Deep Convolutional Q-Learning Implementation/4. Doom - Step 2.srt 14KB
  147. 11. Deep Convolutional Q-Learning Implementation/18. Doom - Step 16.srt 14KB
  148. 17. Annex 1 Artificial Neural Networks/7. Gradient Descent.srt 14KB
  149. 11. Deep Convolutional Q-Learning Implementation/5. Doom - Step 3.srt 14KB
  150. 8. Deep Q-Learning Visualization/1. Self Driving Car - Level 1.srt 14KB
  151. 16. A3C Visualization/1. Watching our AI play Breakout.srt 14KB
  152. 7. Deep Q-Learning Implementation/4. Self Driving Car - Step 1.srt 13KB
  153. 10. Deep Convolutional Q-Learning Intuition/3. Eligibility Trace.srt 13KB
  154. 17. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.srt 12KB
  155. 17. Annex 1 Artificial Neural Networks/4. The Activation Function.srt 12KB
  156. 15. A3C Implementation/15. Breakout - Step 13.srt 12KB
  157. 15. A3C Implementation/4. Breakout - Step 2.srt 12KB
  158. 11. Deep Convolutional Q-Learning Implementation/17. Doom - Step 15.srt 11KB
  159. 11. Deep Convolutional Q-Learning Implementation/12. Doom - Step 10.srt 11KB
  160. 15. A3C Implementation/9. Breakout - Step 7.srt 11KB
  161. 10. Deep Convolutional Q-Learning Intuition/2. Deep Convolutional Q-Learning Intuition.srt 10KB
  162. 15. A3C Implementation/12. Breakout - Step 10.srt 10KB
  163. 14. A3C Intuition/3. Actor-Critic.srt 10KB
  164. 7. Deep Q-Learning Implementation/19. Self Driving Car - Step 16.srt 10KB
  165. 11. Deep Convolutional Q-Learning Implementation/15. Doom - Step 13.srt 10KB
  166. 6. Deep Q-Learning Intuition/3. Deep Q-Learning Intuition - Acting.srt 10KB
  167. 11. Deep Convolutional Q-Learning Implementation/13. Doom - Step 11.srt 9KB
  168. 11. Deep Convolutional Q-Learning Implementation/8. Doom - Step 6.srt 9KB
  169. 18. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.srt 9KB
  170. 7. Deep Q-Learning Implementation/6. Self Driving Car - Step 3.srt 9KB
  171. 7. Deep Q-Learning Implementation/3. Getting Started.srt 9KB
  172. 7. Deep Q-Learning Implementation/8. Self Driving Car - Step 5.srt 9KB
  173. 11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.vtt 9KB
  174. 11. Deep Convolutional Q-Learning Implementation/3. Doom - Step 1.srt 9KB
  175. 7. Deep Q-Learning Implementation/9. Self Driving Car - Step 6.srt 8KB
  176. 7. Deep Q-Learning Implementation/10. Self Driving Car - Step 7.srt 8KB
  177. 1. Welcome to the course!/1. Why AI.srt 8KB
  178. 8. Deep Q-Learning Visualization/3. Self Driving Car - Level 3.srt 8KB
  179. 7. Deep Q-Learning Implementation/18. Self Driving Car - Step 15.srt 8KB
  180. 15. A3C Implementation/16. Breakout - Step 14.srt 8KB
  181. 17. Annex 1 Artificial Neural Networks/9. Backpropagation.srt 7KB
  182. 8. Deep Q-Learning Visualization/4. Self Driving Car - Level 4.srt 7KB
  183. 8. Deep Q-Learning Visualization/2. Self Driving Car - Level 2.srt 7KB
  184. 15. A3C Implementation/13. Breakout - Step 11.srt 7KB
  185. 14. A3C Intuition/2. The three A's in A3C.srt 7KB
  186. 11. Deep Convolutional Q-Learning Implementation/9. Doom - Step 7.srt 7KB
  187. 11. Deep Convolutional Q-Learning Implementation/14. Doom - Step 12.srt 6KB
  188. 18. Annex 2 Convolutional Neural Networks/8. Summary.srt 6KB
  189. 3. Q-Learning Intuition/1. Plan of Attack.srt 6KB
  190. 11. Deep Convolutional Q-Learning Implementation/11. Doom - Step 9.srt 5KB
  191. 14. A3C Intuition/1. Plan of Attack.srt 5KB
  192. 18. Annex 2 Convolutional Neural Networks/1. Plan of Attack.srt 5KB
  193. 1. Welcome to the course!/4. Installing Anaconda.srt 5KB
  194. 10. Deep Convolutional Q-Learning Intuition/1. Plan of Attack.srt 5KB
  195. 7. Deep Q-Learning Implementation/17. Self Driving Car - Step 14.srt 4KB
  196. 17. Annex 1 Artificial Neural Networks/2. Plan of Attack.srt 4KB
  197. 3. Q-Learning Intuition/4. The Plan.srt 4KB
  198. 1. Welcome to the course!/6. Updates on Udemy Reviews.srt 4KB
  199. 6. Deep Q-Learning Intuition/1. Plan of Attack.srt 4KB
  200. 18. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.srt 3KB
  201. 11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.srt 2KB
  202. 1. Welcome to the course!/3. BONUS Learning Paths.html 2KB
  203. 19. Bonus Lectures/1. YOUR SPECIAL BONUS.html 2KB
  204. 16. A3C Visualization/2. THANK YOU bonus video.srt 2KB
  205. 15. A3C Implementation/1. Plan of Attack.html 2KB
  206. 7. Deep Q-Learning Implementation/1. Plan of Attack.html 2KB
  207. 11. Deep Convolutional Q-Learning Implementation/1. Plan of Attack.html 2KB
  208. 1. Welcome to the course!/8. FAQBot!.html 2KB
  209. 1. Welcome to the course!/5. BONUS Meet Your Instructors.html 2KB
  210. 1. Welcome to the course!/2. Course Structure.html 2KB
  211. 2. ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/1. Welcome to Part 0 - Fundamentals of Reinforcement Learning.html 1KB
  212. 5. ---------- Part 1 - Deep Q-Learning ----------/1. Welcome to Part 1 - Deep Q-Learning.html 1KB
  213. 1. Welcome to the course!/7. This PDF resource will help you a lot!.html 755B
  214. 9. ---------- Part 2 - Deep Convolutional Q-Learning ----------/1. Welcome to Part 2 - Deep Convolutional Q-Learning.html 671B
  215. 13. ---------- Part 3 - A3C ----------/1. Welcome to Part 3 - A3C.html 497B
  216. 11. Deep Convolutional Q-Learning Implementation/2. Where to get the Materials.html 440B
  217. 15. A3C Implementation/2. Where to get the Materials.html 416B
  218. 8. Deep Q-Learning Visualization/5. Challenge Solutions.html 416B
  219. 7. Deep Q-Learning Implementation/2. Where to get the Materials.html 407B
  220. 0. Websites you may like/[FCS Forum].url 133B
  221. 0. Websites you may like/[FreeCourseSite.com].url 127B
  222. 0. Websites you may like/[CourseClub.ME].url 122B