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[] Udemy - Complete Guide to TensorFlow for Deep Learning with Python

  • 收录时间:2018-02-25 01:56:46
  • 文件大小:2GB
  • 下载次数:271
  • 最近下载:2021-01-23 02:04:03
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文件列表

  1. 01 Introduction/002 FULL-TENSORFLOW-NOTES-AND-DATA.zip 300MB
  2. 01 Introduction/003 FULL-TENSORFLOW-NOTES-AND-DATA.zip 300MB
  3. 06 TensorFlow Basics/032 TensorFlow Regression Example _ Part Two.mp4 58MB
  4. 07 Convolutional Neural Networks/052 CNN Project Exercise Solution - Part One.mp4 50MB
  5. 10 AutoEncoders/080 Stacked Autoencoder.mp4 44MB
  6. 05 Introduction to Neural Networks/024 Manual Neural Network Classification Task.mp4 41MB
  7. 09 Miscellaneous Topics/075 Tensorboard.mp4 40MB
  8. 10 AutoEncoders/077 Dimensionality Reduction with Linear Autoencoder.mp4 38MB
  9. 11 Reinforcement Learning with OpenAI Gym/088 Simple Neural Network Game.mp4 36MB
  10. 08 Recurrent Neural Networks/068 Word2Vec Code Along - Part One.mp4 36MB
  11. 08 Recurrent Neural Networks/065 Time Series Exercise Solution.mp4 35MB
  12. 07 Convolutional Neural Networks/046 MNIST Basic Approach Part Two.mp4 35MB
  13. 08 Recurrent Neural Networks/060 RNN with TensorFlow - Part One.mp4 34MB
  14. 08 Recurrent Neural Networks/069 Word2Vec Part Two.mp4 33MB
  15. 09 Miscellaneous Topics/073 Deep Nets with Tensorflow Abstractions API - Keras.mp4 33MB
  16. 11 Reinforcement Learning with OpenAI Gym/091 Policy Gradient Code Along Part Two.mp4 33MB
  17. 06 TensorFlow Basics/030 TensorFlow - A Neural Network - Part Two.mp4 33MB
  18. 04 Crash Course Overview/008 NumPy Crash Course.mp4 33MB
  19. 06 TensorFlow Basics/034 TensorFlow Classification Example - Part Two.mp4 32MB
  20. 03 What is Machine Learning_/006 Machine Learning Overview.mp4 30MB
  21. 08 Recurrent Neural Networks/061 RNN with TensorFlow - Part Two.mp4 30MB
  22. 06 TensorFlow Basics/031 TensorFlow Regression Example - Part One.mp4 30MB
  23. 12 GAN - Generative Adversarial Networks/094 GAN Code Along - Part Two.mp4 29MB
  24. 09 Miscellaneous Topics/074 Deep Nets with Tensorflow Abstractions API - Layers.mp4 29MB
  25. 02 Installation and Setup/005 Installing TensorFlow Environment.mp4 28MB
  26. 06 TensorFlow Basics/036 TF Regression Exercise Solution Walkthrough.mp4 28MB
  27. 12 GAN - Generative Adversarial Networks/095 GAN Code Along - Part Three.mp4 28MB
  28. 05 Introduction to Neural Networks/019 TensorFlow Playground.mp4 27MB
  29. 07 Convolutional Neural Networks/053 CNN Project Exercise Solution - Part Two.mp4 27MB
  30. 07 Convolutional Neural Networks/047 CNN Theory Part One.mp4 27MB
  31. 07 Convolutional Neural Networks/049 CNN MNIST Code Along - Part One.mp4 26MB
  32. 11 Reinforcement Learning with OpenAI Gym/090 Policy Gradient Code Along Part One.mp4 26MB
  33. 05 Introduction to Neural Networks/023 Manual Creation of Neural Network - Part Four - Session.mp4 25MB
  34. 06 TensorFlow Basics/033 TensorFlow Classification Example - Part One.mp4 24MB
  35. 10 AutoEncoders/079 Linear Autoencoder PCA Exercise Solutions.mp4 23MB
  36. 06 TensorFlow Basics/038 TF Classification Exercise Solution Walkthrough.mp4 22MB
  37. 04 Crash Course Overview/011 SciKit Learn Preprocessing Overview.mp4 20MB
  38. 07 Convolutional Neural Networks/042 New Theory Topics.mp4 20MB
  39. 04 Crash Course Overview/010 Data Visualization Crash Course.mp4 20MB
  40. 12 GAN - Generative Adversarial Networks/093 GAN Code Along - Part One.mp4 19MB
  41. 06 TensorFlow Basics/026 TensorFlow Basic Syntax.mp4 19MB
  42. 09 Miscellaneous Topics/072 Deep Nets with Tensorflow Abstractions API - Estimator API.mp4 19MB
  43. 04 Crash Course Overview/013 Crash Course Review Exercise - Solutions.mp4 17MB
  44. 08 Recurrent Neural Networks/056 Manual Creation of RNN.mp4 17MB
  45. 08 Recurrent Neural Networks/067 Word2Vec Theory.mp4 17MB
  46. 01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4 16MB
  47. 09 Miscellaneous Topics/071 Deep Nets with Tensorflow Abstractions API - Part One.mp4 16MB
  48. 07 Convolutional Neural Networks/051 Introduction to CNN Project.mp4 16MB
  49. 06 TensorFlow Basics/039 Saving and Restoring Models.mp4 15MB
  50. 11 Reinforcement Learning with OpenAI Gym/086 Open AI Gym Observations.mp4 15MB
  51. 11 Reinforcement Learning with OpenAI Gym/087 OpenAI Gym Actions.mp4 15MB
  52. 11 Reinforcement Learning with OpenAI Gym/084 OpenAI Gym Steup.mp4 15MB
  53. 11 Reinforcement Learning with OpenAI Gym/083 Introduction to OpenAI Gym.mp4 14MB
  54. 10 AutoEncoders/076 Autoencoder Basics.mp4 14MB
  55. 11 Reinforcement Learning with OpenAI Gym/089 Policy Gradient Theory.mp4 14MB
  56. 08 Recurrent Neural Networks/064 Time Series Exercise Overview.mp4 14MB
  57. 12 GAN - Generative Adversarial Networks/092 Introduction to GANs.mp4 13MB
  58. 05 Introduction to Neural Networks/022 Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4 13MB
  59. 08 Recurrent Neural Networks/058 LSTM and GRU Theory.mp4 13MB
  60. 06 TensorFlow Basics/028 Variables and Placeholders.mp4 13MB
  61. 08 Recurrent Neural Networks/063 RNN with TensorFlow - Part Three.mp4 13MB
  62. 05 Introduction to Neural Networks/020 Manual Creation of Neural Network - Part One.mp4 13MB
  63. 07 Convolutional Neural Networks/045 MNIST Basic Approach Part One.mp4 12MB
  64. 01 Introduction/001 Introduction.mp4 12MB
  65. 06 TensorFlow Basics/029 TensorFlow - A Neural Network - Part One.mp4 12MB
  66. 05 Introduction to Neural Networks/021 Manual Creation of Neural Network - Part Two - Operations.mp4 11MB
  67. 08 Recurrent Neural Networks/055 RNN Theory.mp4 10MB
  68. 11 Reinforcement Learning with OpenAI Gym/085 Open AI Gym Env Basics.mp4 10MB
  69. 07 Convolutional Neural Networks/050 CNN MNIST Code Along - Part Two.mp4 10MB
  70. 04 Crash Course Overview/009 Pandas Crash Course.mp4 9MB
  71. 06 TensorFlow Basics/037 TF Classification Exercise.mp4 9MB
  72. 05 Introduction to Neural Networks/016 Neural Network Activation Functions.mp4 9MB
  73. 06 TensorFlow Basics/027 TensorFlow Graphs.mp4 9MB
  74. 11 Reinforcement Learning with OpenAI Gym/081 Introduction to Reinforcement Learning with OpenAI Gym.mp4 8MB
  75. 06 TensorFlow Basics/035 TF Regression Exercise.mp4 8MB
  76. 04 Crash Course Overview/012 Crash Course Review Exercise.mp4 8MB
  77. 05 Introduction to Neural Networks/015 Introduction to Perceptron.mp4 7MB
  78. 07 Convolutional Neural Networks/044 MNIST Data Overview.mp4 7MB
  79. 07 Convolutional Neural Networks/048 CNN Theory Part Two.mp4 7MB
  80. 08 Recurrent Neural Networks/059 Introduction to RNN with TensorFlow API.mp4 6MB
  81. 10 AutoEncoders/078 Linear Autoencoder PCA Exercise Overview.mp4 6MB
  82. 08 Recurrent Neural Networks/057 Vanishing Gradients.mp4 6MB
  83. 08 Recurrent Neural Networks/066 Quick Note on Word2Vec.mp4 6MB
  84. 05 Introduction to Neural Networks/017 Cost Functions.mp4 5MB
  85. 05 Introduction to Neural Networks/018 Gradient Descent Backpropagation.mp4 5MB
  86. 07 Convolutional Neural Networks/041 Review of Neural Networks.mp4 3MB
  87. 04 Crash Course Overview/007 Crash Course Section Introduction.mp4 2MB
  88. 06 TensorFlow Basics/025 Introduction to TensorFlow.mp4 2MB
  89. 05 Introduction to Neural Networks/014 Introduction to Neural Networks.mp4 2MB
  90. 08 Recurrent Neural Networks/054 Introduction to RNN Section.mp4 2MB
  91. 07 Convolutional Neural Networks/040 Introduction to Convolutional Neural Network Section.mp4 1MB
  92. 09 Miscellaneous Topics/070 Miscellaneous-Topics.zip 74KB
  93. 06 TensorFlow Basics/032 TensorFlow Regression Example _ Part Two-subtitle-en.srt 34KB
  94. 06 TensorFlow Basics/031 TensorFlow Regression Example - Part One-subtitle-en.srt 30KB
  95. 06 TensorFlow Basics/030 TensorFlow - A Neural Network - Part Two-subtitle-en.srt 30KB
  96. 10 AutoEncoders/080 Stacked Autoencoder-subtitle-en.srt 29KB
  97. 08 Recurrent Neural Networks/060 RNN with TensorFlow - Part One-subtitle-en.srt 29KB
  98. 07 Convolutional Neural Networks/047 CNN Theory Part One-subtitle-en.srt 28KB
  99. 03 What is Machine Learning_/006 Machine Learning Overview-subtitle-en.srt 27KB
  100. 08 Recurrent Neural Networks/061 RNN with TensorFlow - Part Two-subtitle-en.srt 27KB
  101. 09 Miscellaneous Topics/075 Tensorboard-subtitle-en.srt 27KB
  102. 10 AutoEncoders/077 Dimensionality Reduction with Linear Autoencoder-subtitle-en.srt 26KB
  103. 08 Recurrent Neural Networks/068 Word2Vec Code Along - Part One-subtitle-en.srt 26KB
  104. 08 Recurrent Neural Networks/065 Time Series Exercise Solution-subtitle-en.srt 25KB
  105. 05 Introduction to Neural Networks/024 Manual Neural Network Classification Task-subtitle-en.srt 25KB
  106. 07 Convolutional Neural Networks/046 MNIST Basic Approach Part Two-subtitle-en.srt 25KB
  107. 11 Reinforcement Learning with OpenAI Gym/088 Simple Neural Network Game-subtitle-en.srt 24KB
  108. 07 Convolutional Neural Networks/049 CNN MNIST Code Along - Part One-subtitle-en.srt 24KB
  109. 04 Crash Course Overview/008 NumPy Crash Course-subtitle-en.srt 24KB
  110. 07 Convolutional Neural Networks/042 New Theory Topics-subtitle-en.srt 23KB
  111. 07 Convolutional Neural Networks/052 CNN Project Exercise Solution - Part One-subtitle-en.srt 23KB
  112. 06 TensorFlow Basics/026 TensorFlow Basic Syntax-subtitle-en.srt 21KB
  113. 06 TensorFlow Basics/033 TensorFlow Classification Example - Part One-subtitle-en.srt 20KB
  114. 02 Installation and Setup/005 Installing TensorFlow Environment-subtitle-en.srt 20KB
  115. 09 Miscellaneous Topics/073 Deep Nets with Tensorflow Abstractions API - Keras-subtitle-en.srt 19KB
  116. 08 Recurrent Neural Networks/067 Word2Vec Theory-subtitle-en.srt 19KB
  117. 06 TensorFlow Basics/036 TF Regression Exercise Solution Walkthrough-subtitle-en.srt 18KB
  118. 06 TensorFlow Basics/034 TensorFlow Classification Example - Part Two-subtitle-en.srt 18KB
  119. 11 Reinforcement Learning with OpenAI Gym/091 Policy Gradient Code Along Part Two-subtitle-en.srt 17KB
  120. 08 Recurrent Neural Networks/069 Word2Vec Part Two-subtitle-en.srt 17KB
  121. 06 TensorFlow Basics/038 TF Classification Exercise Solution Walkthrough-subtitle-en.srt 17KB
  122. 01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.srt 17KB
  123. 11 Reinforcement Learning with OpenAI Gym/090 Policy Gradient Code Along Part One-subtitle-en.srt 17KB
  124. 07 Convolutional Neural Networks/053 CNN Project Exercise Solution - Part Two-subtitle-en.srt 17KB
  125. 12 GAN - Generative Adversarial Networks/095 GAN Code Along - Part Three-subtitle-en.srt 17KB
  126. 12 GAN - Generative Adversarial Networks/094 GAN Code Along - Part Two-subtitle-en.srt 17KB
  127. 08 Recurrent Neural Networks/056 Manual Creation of RNN-subtitle-en.srt 17KB
  128. 05 Introduction to Neural Networks/019 TensorFlow Playground-subtitle-en.srt 16KB
  129. 09 Miscellaneous Topics/074 Deep Nets with Tensorflow Abstractions API - Layers-subtitle-en.srt 16KB
  130. 08 Recurrent Neural Networks/058 LSTM and GRU Theory-subtitle-en.srt 15KB
  131. 04 Crash Course Overview/011 SciKit Learn Preprocessing Overview-subtitle-en.srt 14KB
  132. 05 Introduction to Neural Networks/023 Manual Creation of Neural Network - Part Four - Session-subtitle-en.srt 14KB
  133. 11 Reinforcement Learning with OpenAI Gym/086 Open AI Gym Observations-subtitle-en.srt 14KB
  134. 12 GAN - Generative Adversarial Networks/093 GAN Code Along - Part One-subtitle-en.srt 14KB
  135. 10 AutoEncoders/076 Autoencoder Basics-subtitle-en.srt 13KB
  136. 11 Reinforcement Learning with OpenAI Gym/087 OpenAI Gym Actions-subtitle-en.srt 13KB
  137. 07 Convolutional Neural Networks/045 MNIST Basic Approach Part One-subtitle-en.srt 13KB
  138. 05 Introduction to Neural Networks/022 Manual Creation of Neural Network - Part Three - Placeholders and Variables-subtitle-en.srt 13KB
  139. 08 Recurrent Neural Networks/055 RNN Theory-subtitle-en.srt 12KB
  140. 11 Reinforcement Learning with OpenAI Gym/089 Policy Gradient Theory-subtitle-en.srt 12KB
  141. 11 Reinforcement Learning with OpenAI Gym/084 OpenAI Gym Steup-subtitle-en.srt 12KB
  142. 08 Recurrent Neural Networks/064 Time Series Exercise Overview-subtitle-en.srt 12KB
  143. 05 Introduction to Neural Networks/021 Manual Creation of Neural Network - Part Two - Operations-subtitle-en.srt 12KB
  144. 04 Crash Course Overview/010 Data Visualization Crash Course-subtitle-en.srt 12KB
  145. 10 AutoEncoders/079 Linear Autoencoder PCA Exercise Solutions-subtitle-en.srt 12KB
  146. 06 TensorFlow Basics/029 TensorFlow - A Neural Network - Part One-subtitle-en.srt 11KB
  147. 12 GAN - Generative Adversarial Networks/092 Introduction to GANs-subtitle-en.srt 11KB
  148. 09 Miscellaneous Topics/072 Deep Nets with Tensorflow Abstractions API - Estimator API-subtitle-en.srt 11KB
  149. 09 Miscellaneous Topics/071 Deep Nets with Tensorflow Abstractions API - Part One-subtitle-en.srt 11KB
  150. 08 Recurrent Neural Networks/063 RNN with TensorFlow - Part Three-subtitle-en.srt 11KB
  151. 06 TensorFlow Basics/039 Saving and Restoring Models-subtitle-en.srt 10KB
  152. 07 Convolutional Neural Networks/051 Introduction to CNN Project-subtitle-en.srt 10KB
  153. 05 Introduction to Neural Networks/016 Neural Network Activation Functions-subtitle-en.srt 10KB
  154. 11 Reinforcement Learning with OpenAI Gym/085 Open AI Gym Env Basics-subtitle-en.srt 10KB
  155. 04 Crash Course Overview/013 Crash Course Review Exercise - Solutions-subtitle-en.srt 9KB
  156. 11 Reinforcement Learning with OpenAI Gym/083 Introduction to OpenAI Gym-subtitle-en.srt 9KB
  157. 06 TensorFlow Basics/028 Variables and Placeholders-subtitle-en.srt 9KB
  158. 05 Introduction to Neural Networks/020 Manual Creation of Neural Network - Part One-subtitle-en.srt 9KB
  159. 06 TensorFlow Basics/027 TensorFlow Graphs-subtitle-en.srt 9KB
  160. 05 Introduction to Neural Networks/015 Introduction to Perceptron-subtitle-en.srt 8KB
  161. 06 TensorFlow Basics/037 TF Classification Exercise-subtitle-en.srt 8KB
  162. 07 Convolutional Neural Networks/050 CNN MNIST Code Along - Part Two-subtitle-en.srt 8KB
  163. 08 Recurrent Neural Networks/059 Introduction to RNN with TensorFlow API-subtitle-en.srt 7KB
  164. 04 Crash Course Overview/009 Pandas Crash Course-subtitle-en.srt 7KB
  165. 08 Recurrent Neural Networks/057 Vanishing Gradients-subtitle-en.srt 7KB
  166. 11 Reinforcement Learning with OpenAI Gym/081 Introduction to Reinforcement Learning with OpenAI Gym-subtitle-en.srt 7KB
  167. 07 Convolutional Neural Networks/048 CNN Theory Part Two-subtitle-en.srt 7KB
  168. 07 Convolutional Neural Networks/044 MNIST Data Overview-subtitle-en.srt 7KB
  169. 06 TensorFlow Basics/035 TF Regression Exercise-subtitle-en.srt 6KB
  170. 05 Introduction to Neural Networks/018 Gradient Descent Backpropagation-subtitle-en.srt 5KB
  171. 05 Introduction to Neural Networks/017 Cost Functions-subtitle-en.srt 5KB
  172. 08 Recurrent Neural Networks/066 Quick Note on Word2Vec-subtitle-en.srt 5KB
  173. 13 BONUS/096 Bonus Lecture_ Discounts for for My Other Courses.html 5KB
  174. 01 Introduction/001 Introduction-subtitle-en.srt 5KB
  175. 07 Convolutional Neural Networks/041 Review of Neural Networks-subtitle-en.srt 4KB
  176. 04 Crash Course Overview/012 Crash Course Review Exercise-subtitle-en.srt 4KB
  177. 02 Installation and Setup/004 Quick Note for MacOS and Linux Users.html 3KB
  178. 10 AutoEncoders/078 Linear Autoencoder PCA Exercise Overview-subtitle-en.srt 3KB
  179. 11 Reinforcement Learning with OpenAI Gym/082 Extra Resources for Reinforcement Learning.html 2KB
  180. 06 TensorFlow Basics/025 Introduction to TensorFlow-subtitle-en.srt 2KB
  181. 04 Crash Course Overview/007 Crash Course Section Introduction-subtitle-en.srt 2KB
  182. 08 Recurrent Neural Networks/062 Quick Note on RNN Plotting Part 3.html 2KB
  183. 08 Recurrent Neural Networks/054 Introduction to RNN Section-subtitle-en.srt 2KB
  184. 01 Introduction/003 FAQ - Frequently Asked Questions.html 2KB
  185. 05 Introduction to Neural Networks/014 Introduction to Neural Networks-subtitle-en.srt 2KB
  186. 09 Miscellaneous Topics/070 Intro to Miscellaneous Topics.html 1KB
  187. 07 Convolutional Neural Networks/040 Introduction to Convolutional Neural Network Section-subtitle-en.srt 1KB
  188. 07 Convolutional Neural Networks/043 Quick note on MNIST lecture.html 1KB
  189. 06 TensorFlow Basics/external_links.txt 240B
  190. 11 Reinforcement Learning with OpenAI Gym/external_links.txt 141B
  191. 05 Introduction to Neural Networks/external_links.txt 137B
  192. 03 What is Machine Learning_/external_links.txt 130B
  193. 10 AutoEncoders/external_links.txt 130B
  194. 07 Convolutional Neural Networks/external_links.txt 122B
  195. 08 Recurrent Neural Networks/external_links.txt 122B