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[FreeCourseSite.com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks

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视频 2018-8-23 19:15 2024-11-14 10:36 232 3.36 GB 157
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FreeCourseSite com Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks

文件列表
  1. 01 Welcome to the course/001 What is Deep Learning.mp431.31MB
  2. 01 Welcome to the course/002 Installing Python.mp420.38MB
  3. 01 Welcome to the course/003 How to get the dataset.mp46.48MB
  4. 03 ANN Intuition/006 Plan of Attack.mp44.74MB
  5. 03 ANN Intuition/007 The Neuron.mp429.57MB
  6. 03 ANN Intuition/008 The Activation Function.mp414.75MB
  7. 03 ANN Intuition/009 How do Neural Networks work.mp423.53MB
  8. 03 ANN Intuition/010 How do Neural Networks learn.mp426.55MB
  9. 03 ANN Intuition/011 Gradient Descent.mp418.53MB
  10. 03 ANN Intuition/012 Stochastic Gradient Descent.mp416.82MB
  11. 03 ANN Intuition/013 Backpropagation.mp410.92MB
  12. 04 Building an ANN/015 How to get the dataset.mp46.48MB
  13. 04 Building an ANN/016 Business Problem Description.mp416.37MB
  14. 04 Building an ANN/017 Building an ANN - Step 1.mp424.28MB
  15. 04 Building an ANN/018 Building an ANN - Step 2.mp445.86MB
  16. 04 Building an ANN/019 Building an ANN - Step 3.mp48.37MB
  17. 04 Building an ANN/020 Building an ANN - Step 4.mp45.95MB
  18. 04 Building an ANN/021 Building an ANN - Step 5.mp429.58MB
  19. 04 Building an ANN/022 Building an ANN - Step 6.mp47.05MB
  20. 04 Building an ANN/023 Building an ANN - Step 7.mp48.99MB
  21. 04 Building an ANN/024 Building an ANN - Step 8.mp418.18MB
  22. 04 Building an ANN/025 Building an ANN - Step 9.mp416.89MB
  23. 04 Building an ANN/026 Building an ANN - Step 10.mp417.43MB
  24. 05 Homework Challenge - Should we say goodbye to that customer/028 Homework Solution.mp437.62MB
  25. 06 Evaluating Improving and Tuning the ANN/029 Evaluating the ANN.mp455.84MB
  26. 06 Evaluating Improving and Tuning the ANN/030 Improving the ANN.mp419.83MB
  27. 06 Evaluating Improving and Tuning the ANN/031 Tuning the ANN.mp450.76MB
  28. 09 CNN Intuition/034 Plan of attack.mp45.93MB
  29. 09 CNN Intuition/035 What are convolutional neural networks.mp429.5MB
  30. 09 CNN Intuition/036 Step 1 - Convolution Operation.mp431.02MB
  31. 09 CNN Intuition/037 Step 1(b) - ReLU Layer.mp414.09MB
  32. 09 CNN Intuition/038 Step 2 - Pooling.mp440.24MB
  33. 09 CNN Intuition/039 Step 3 - Flattening.mp43.27MB
  34. 09 CNN Intuition/040 Step 4 - Full Connection.mp442.74MB
  35. 09 CNN Intuition/041 Summary.mp47.91MB
  36. 09 CNN Intuition/042 Softmax Cross-Entropy.mp433.23MB
  37. 10 Building a CNN/043 How to get the dataset.mp46.48MB
  38. 10 Building a CNN/044 Introduction to CNNs.mp47.84MB
  39. 10 Building a CNN/045 Building a CNN - Step 1.mp419.18MB
  40. 10 Building a CNN/046 Building a CNN - Step 2.mp45.85MB
  41. 10 Building a CNN/047 Building a CNN - Step 3.mp42.23MB
  42. 10 Building a CNN/048 Building a CNN - Step 4.mp427.19MB
  43. 10 Building a CNN/049 Building a CNN - Step 5.mp49.91MB
  44. 10 Building a CNN/050 Building a CNN - Step 6.mp49.7MB
  45. 10 Building a CNN/051 Building a CNN - Step 7.mp412.57MB
  46. 10 Building a CNN/052 Building a CNN - Step 8.mp46.79MB
  47. 10 Building a CNN/053 Building a CNN - Step 9.mp446.87MB
  48. 10 Building a CNN/054 Building a CNN - Step 10.mp420.54MB
  49. 11 Homework - Whats that pet/056 Homework Solution.mp440.96MB
  50. 14 RNN Intuition/060 Plan of attack.mp44.19MB
  51. 14 RNN Intuition/061 The idea behind Recurrent Neural Networks.mp437.3MB
  52. 14 RNN Intuition/062 The Vanishing Gradient Problem.mp429.01MB
  53. 14 RNN Intuition/063 LSTMs.mp445.96MB
  54. 14 RNN Intuition/064 Practical intuition.mp452.84MB
  55. 14 RNN Intuition/065 EXTRA LSTM Variations.mp47.33MB
  56. 15 Building a RNN/066 How to get the dataset.mp46.49MB
  57. 15 Building a RNN/067 Building a RNN - Step 1.mp413.7MB
  58. 15 Building a RNN/068 Building a RNN - Step 2.mp415.59MB
  59. 15 Building a RNN/069 Building a RNN - Step 3.mp415.91MB
  60. 15 Building a RNN/070 Building a RNN - Step 4.mp437.11MB
  61. 15 Building a RNN/071 Building a RNN - Step 5.mp426.21MB
  62. 15 Building a RNN/072 Building a RNN - Step 6.mp46.76MB
  63. 15 Building a RNN/073 Building a RNN - Step 7.mp420.83MB
  64. 15 Building a RNN/074 Building a RNN - Step 8.mp413.43MB
  65. 15 Building a RNN/075 Building a RNN - Step 9.mp48.17MB
  66. 15 Building a RNN/076 Building a RNN - Step 10.mp411.42MB
  67. 15 Building a RNN/077 Building a RNN - Step 11.mp429.29MB
  68. 15 Building a RNN/078 Building a RNN - Step 12.mp413.46MB
  69. 15 Building a RNN/079 Building a RNN - Step 13.mp439.86MB
  70. 15 Building a RNN/080 Building a RNN - Step 14.mp421.54MB
  71. 15 Building a RNN/081 Building a RNN - Step 15.mp421.67MB
  72. 18 SOMs Intuition/086 Plan of attack.mp45.19MB
  73. 18 SOMs Intuition/087 How do Self-Organizing Maps Work.mp420.02MB
  74. 18 SOMs Intuition/088 Why revisit K-Means.mp44.05MB
  75. 18 SOMs Intuition/089 K-Means Clustering (Refresher).mp425.01MB
  76. 18 SOMs Intuition/090 How do Self-Organizing Maps Learn (Part 1).mp431.1MB
  77. 18 SOMs Intuition/091 How do Self-Organizing Maps Learn (Part 2).mp418.65MB
  78. 18 SOMs Intuition/092 Live SOM example.mp418.54MB
  79. 18 SOMs Intuition/093 Reading an Advanced SOM.mp461.87MB
  80. 18 SOMs Intuition/094 EXTRA K-means Clustering (part 2).mp412.34MB
  81. 18 SOMs Intuition/095 EXTRA K-means Clustering (part 3).mp421.82MB
  82. 19 Building a SOM/096 How to get the dataset.mp46.48MB
  83. 19 Building a SOM/097 Building a SOM - Step 1.mp430.66MB
  84. 19 Building a SOM/098 Building a SOM - Step 2.mp419.43MB
  85. 19 Building a SOM/099 Building a SOM - Step 3.mp436.03MB
  86. 19 Building a SOM/100 Building a SOM - Step 4.mp428.73MB
  87. 20 Mega Case Study/101 Mega Case Study - Step 1.mp45.45MB
  88. 20 Mega Case Study/102 Mega Case Study - Step 2.mp413.34MB
  89. 20 Mega Case Study/103 Mega Case Study - Step 3.mp449.25MB
  90. 20 Mega Case Study/104 Mega Case Study - Step 4.mp430.84MB
  91. 22 Boltzmann Machine Intuition/106 Plan of attack.mp43.78MB
  92. 22 Boltzmann Machine Intuition/107 Boltzmann Machine.mp431.92MB
  93. 22 Boltzmann Machine Intuition/108 Energy-Based Models (EBM).mp418.48MB
  94. 22 Boltzmann Machine Intuition/109 Editing Wikipedia - Our Contribution to the World.mp427.33MB
  95. 22 Boltzmann Machine Intuition/110 Restricted Boltzmann Machine.mp439.25MB
  96. 22 Boltzmann Machine Intuition/111 Contrastive Divergence.mp429.55MB
  97. 22 Boltzmann Machine Intuition/112 Deep Belief Networks.mp412.61MB
  98. 22 Boltzmann Machine Intuition/113 Deep Boltzmann Machines.mp45.85MB
  99. 23 Building a Boltzmann Machine/114 How to get the dataset.mp46.48MB
  100. 23 Building a Boltzmann Machine/115 Installing Ubuntu on Windows.mp455.36MB
  101. 23 Building a Boltzmann Machine/116 Installing PyTorch.mp45.71MB
  102. 23 Building a Boltzmann Machine/117 Building a Boltzmann Machine - Introduction.mp434.05MB
  103. 23 Building a Boltzmann Machine/119 Building a Boltzmann Machine - Step 1.mp430.45MB
  104. 23 Building a Boltzmann Machine/120 Building a Boltzmann Machine - Step 2.mp429.57MB
  105. 23 Building a Boltzmann Machine/121 Building a Boltzmann Machine - Step 3.mp425.95MB
  106. 23 Building a Boltzmann Machine/122 Building a Boltzmann Machine - Step 4.mp464.52MB
  107. 23 Building a Boltzmann Machine/123 Building a Boltzmann Machine - Step 5.mp415.44MB
  108. 23 Building a Boltzmann Machine/124 Building a Boltzmann Machine - Step 6.mp425.21MB
  109. 23 Building a Boltzmann Machine/125 Building a Boltzmann Machine - Step 7.mp431.19MB
  110. 23 Building a Boltzmann Machine/126 Building a Boltzmann Machine - Step 8.mp439.4MB
  111. 23 Building a Boltzmann Machine/127 Building a Boltzmann Machine - Step 9.mp420.39MB
  112. 23 Building a Boltzmann Machine/128 Building a Boltzmann Machine - Step 10.mp433.15MB
  113. 23 Building a Boltzmann Machine/129 Building a Boltzmann Machine - Step 11.mp422.39MB
  114. 23 Building a Boltzmann Machine/130 Building a Boltzmann Machine - Step 12.mp441.57MB
  115. 23 Building a Boltzmann Machine/131 Building a Boltzmann Machine - Step 13.mp458.52MB
  116. 23 Building a Boltzmann Machine/132 Building a Boltzmann Machine - Step 14.mp454.1MB
  117. 25 AutoEncoders Intuition/135 Plan of attack.mp44.06MB
  118. 25 AutoEncoders Intuition/136 Auto Encoders.mp428.19MB
  119. 25 AutoEncoders Intuition/137 A Note on Biases.mp42.43MB
  120. 25 AutoEncoders Intuition/138 Training an Auto Encoder.mp413.55MB
  121. 25 AutoEncoders Intuition/139 Overcomplete hidden layers.mp47.64MB
  122. 25 AutoEncoders Intuition/140 Sparse Autoencoders.mp413.99MB
  123. 25 AutoEncoders Intuition/141 Denoising Autoencoders.mp45.72MB
  124. 25 AutoEncoders Intuition/142 Contractive Autoencoders.mp45.29MB
  125. 25 AutoEncoders Intuition/143 Stacked Autoencoders.mp44.53MB
  126. 25 AutoEncoders Intuition/144 Deep Autoencoders.mp43.31MB
  127. 26 Building an AutoEncoder/145 How to get the dataset.mp46.48MB
  128. 26 Building an AutoEncoder/146 Installing Ubuntu on Windows.mp455.36MB
  129. 26 Building an AutoEncoder/147 Installing PyTorch.mp45.71MB
  130. 26 Building an AutoEncoder/149 Building an AutoEncoder - Step 1.mp436.71MB
  131. 26 Building an AutoEncoder/150 Building an AutoEncoder - Step 2.mp427.81MB
  132. 26 Building an AutoEncoder/151 Building an AutoEncoder - Step 3.mp420.09MB
  133. 26 Building an AutoEncoder/153 Building an AutoEncoder - Step 4.mp449.56MB
  134. 26 Building an AutoEncoder/154 Building an AutoEncoder - Step 5.mp411.86MB
  135. 26 Building an AutoEncoder/155 Building an AutoEncoder - Step 6.mp452.13MB
  136. 26 Building an AutoEncoder/156 Building an AutoEncoder - Step 7.mp433.7MB
  137. 26 Building an AutoEncoder/157 Building an AutoEncoder - Step 8.mp433.83MB
  138. 26 Building an AutoEncoder/158 Building an AutoEncoder - Step 9.mp431.6MB
  139. 26 Building an AutoEncoder/159 Building an AutoEncoder - Step 10.mp411.26MB
  140. 26 Building an AutoEncoder/160 Building an AutoEncoder - Step 11.mp428.29MB
  141. 28 Regression Classification Intuition/162 Simple Linear Regression Intuition - Step 1.mp49.47MB
  142. 28 Regression Classification Intuition/163 Simple Linear Regression Intuition - Step 2.mp45.37MB
  143. 28 Regression Classification Intuition/164 Multiple Linear Regression Intuition.mp41.82MB
  144. 28 Regression Classification Intuition/165 Logistic Regression Intuition.mp429.17MB
  145. 29 Data Preprocessing Template/166 Data Preprocessing - Step 1.mp413.25MB
  146. 29 Data Preprocessing Template/167 Data Preprocessing - Step 2.mp415.85MB
  147. 29 Data Preprocessing Template/168 Data Preprocessing - Step 3.mp421.73MB
  148. 29 Data Preprocessing Template/169 Data Preprocessing - Step 4.mp428.95MB
  149. 29 Data Preprocessing Template/170 Data Preprocessing - Step 5.mp422.89MB
  150. 29 Data Preprocessing Template/171 Data Preprocessing - Step 6.mp422.8MB
  151. 29 Data Preprocessing Template/172 Data Preprocessing Template.mp48.13MB
  152. 30 Classification Template/173 Logistic Regression Implementation - Step 1.mp412.19MB
  153. 30 Classification Template/174 Logistic Regression Implementation - Step 2.mp48.14MB
  154. 30 Classification Template/175 Logistic Regression Implementation - Step 3.mp45.96MB
  155. 30 Classification Template/176 Logistic Regression Implementation - Step 4.mp49.68MB
  156. 30 Classification Template/177 Logistic Regression Implementation - Step 5.mp442.48MB
  157. 30 Classification Template/178 Classification Template.mp411.71MB
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