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

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视频 2022-3-11 22:53 2024-11-23 17:28 397 4.06 GB 136
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FreeCourseSite com Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks

文件列表
  1. 1. Welcome to the course/1. What is Deep Learning.mp431.31MB
  2. 1. Welcome to the course/2. Updates on Udemy Reviews.mp420.4MB
  3. 10. Building a RNN/10. Building a RNN - Step 9.mp48.17MB
  4. 10. Building a RNN/11. Building a RNN - Step 10.mp411.42MB
  5. 10. Building a RNN/12. Building a RNN - Step 11.mp429.29MB
  6. 10. Building a RNN/13. Building a RNN - Step 12.mp413.47MB
  7. 10. Building a RNN/14. Building a RNN - Step 13.mp439.86MB
  8. 10. Building a RNN/15. Building a RNN - Step 14.mp421.54MB
  9. 10. Building a RNN/16. Building a RNN - Step 15.mp421.67MB
  10. 10. Building a RNN/2. Building a RNN - Step 1.mp413.7MB
  11. 10. Building a RNN/3. Building a RNN - Step 2.mp415.59MB
  12. 10. Building a RNN/4. Building a RNN - Step 3.mp415.91MB
  13. 10. Building a RNN/5. Building a RNN - Step 4.mp437.12MB
  14. 10. Building a RNN/6. Building a RNN - Step 5.mp426.21MB
  15. 10. Building a RNN/7. Building a RNN - Step 6.mp46.76MB
  16. 10. Building a RNN/8. Building a RNN - Step 7.mp420.84MB
  17. 10. Building a RNN/9. Building a RNN - Step 8.mp413.43MB
  18. 13. SOMs Intuition/1. Plan of attack.mp44.45MB
  19. 13. SOMs Intuition/10. EXTRA K-means Clustering (part 3).mp418.48MB
  20. 13. SOMs Intuition/2. How do Self-Organizing Maps Work.mp415.96MB
  21. 13. SOMs Intuition/3. Why revisit K-Means.mp43.46MB
  22. 13. SOMs Intuition/4. K-Means Clustering (Refresher).mp421.24MB
  23. 13. SOMs Intuition/5. How do Self-Organizing Maps Learn (Part 1).mp425.09MB
  24. 13. SOMs Intuition/6. How do Self-Organizing Maps Learn (Part 2).mp415.49MB
  25. 13. SOMs Intuition/7. Live SOM example.mp412.68MB
  26. 13. SOMs Intuition/8. Reading an Advanced SOM.mp443.19MB
  27. 13. SOMs Intuition/9. EXTRA K-means Clustering (part 2).mp412.34MB
  28. 14. Building a SOM/2. How to get the dataset.mp46.48MB
  29. 14. Building a SOM/3. Building a SOM - Step 1.mp430.66MB
  30. 14. Building a SOM/4. Building a SOM - Step 2.mp419.43MB
  31. 14. Building a SOM/5. Building a SOM - Step 3.mp436.03MB
  32. 14. Building a SOM/6. Building a SOM - Step 4.mp428.74MB
  33. 15. Mega Case Study/2. Mega Case Study - Step 1.mp44.29MB
  34. 15. Mega Case Study/3. Mega Case Study - Step 2.mp49.68MB
  35. 15. Mega Case Study/4. Mega Case Study - Step 3.mp435.21MB
  36. 15. Mega Case Study/5. Mega Case Study - Step 4.mp422.74MB
  37. 16. ------------------------- Part 5 - Boltzmann Machines -------------------------/2. Plan of attack.mp43.27MB
  38. 17. Boltzmann Machine Intuition/1. Boltzmann Machine.mp425.01MB
  39. 17. Boltzmann Machine Intuition/2. Energy-Based Models (EBM).mp415.72MB
  40. 17. Boltzmann Machine Intuition/3. Editing Wikipedia - Our Contribution to the World.mp418.43MB
  41. 17. Boltzmann Machine Intuition/4. Restricted Boltzmann Machine.mp431.88MB
  42. 17. Boltzmann Machine Intuition/5. Contrastive Divergence.mp424.92MB
  43. 17. Boltzmann Machine Intuition/6. Deep Belief Networks.mp410.34MB
  44. 17. Boltzmann Machine Intuition/7. Deep Boltzmann Machines.mp44.85MB
  45. 17. Boltzmann Machine Intuition/8. How to get the dataset.mp46.49MB
  46. 18. Building a Boltzmann Machine/10. Building a Boltzmann Machine - Step 6.mp418.79MB
  47. 18. Building a Boltzmann Machine/11. Building a Boltzmann Machine - Step 7.mp422.9MB
  48. 18. Building a Boltzmann Machine/12. Building a Boltzmann Machine - Step 8.mp429.2MB
  49. 18. Building a Boltzmann Machine/13. Building a Boltzmann Machine - Step 9.mp415.28MB
  50. 18. Building a Boltzmann Machine/14. Building a Boltzmann Machine - Step 10.mp424.42MB
  51. 18. Building a Boltzmann Machine/15. Building a Boltzmann Machine - Step 11.mp416.69MB
  52. 18. Building a Boltzmann Machine/16. Building a Boltzmann Machine - Step 12.mp430.95MB
  53. 18. Building a Boltzmann Machine/17. Building a Boltzmann Machine - Step 13.mp442.97MB
  54. 18. Building a Boltzmann Machine/18. Building a Boltzmann Machine - Step 14.mp440.43MB
  55. 18. Building a Boltzmann Machine/3. Building a Boltzmann Machine - Introduction.mp421.06MB
  56. 18. Building a Boltzmann Machine/5. Building a Boltzmann Machine - Step 1.mp421.17MB
  57. 18. Building a Boltzmann Machine/6. Building a Boltzmann Machine - Step 2.mp420.84MB
  58. 18. Building a Boltzmann Machine/7. Building a Boltzmann Machine - Step 3.mp418.2MB
  59. 18. Building a Boltzmann Machine/8. Building a Boltzmann Machine - Step 4.mp445.65MB
  60. 18. Building a Boltzmann Machine/9. Building a Boltzmann Machine - Step 5.mp411.13MB
  61. 19. ---------------------------- Part 6 - AutoEncoders ----------------------------/2. Plan of attack.mp43.36MB
  62. 20. AutoEncoders Intuition/1. Auto Encoders.mp421.55MB
  63. 20. AutoEncoders Intuition/2. A Note on Biases.mp42.05MB
  64. 20. AutoEncoders Intuition/3. Training an Auto Encoder.mp411.13MB
  65. 20. AutoEncoders Intuition/4. Overcomplete hidden layers.mp46.41MB
  66. 20. AutoEncoders Intuition/5. Sparse Autoencoders.mp411.52MB
  67. 20. AutoEncoders Intuition/6. Denoising Autoencoders.mp44.74MB
  68. 20. AutoEncoders Intuition/7. Contractive Autoencoders.mp44.34MB
  69. 20. AutoEncoders Intuition/8. Stacked Autoencoders.mp43.64MB
  70. 20. AutoEncoders Intuition/9. Deep Autoencoders.mp42.84MB
  71. 21. Building an AutoEncoder/10. Building an AutoEncoder - Step 5.mp411.86MB
  72. 21. Building an AutoEncoder/11. Building an AutoEncoder - Step 6.mp437.92MB
  73. 21. Building an AutoEncoder/12. Building an AutoEncoder - Step 7.mp433.7MB
  74. 21. Building an AutoEncoder/13. Building an AutoEncoder - Step 8.mp433.83MB
  75. 21. Building an AutoEncoder/14. Building an AutoEncoder - Step 9.mp431.61MB
  76. 21. Building an AutoEncoder/15. Building an AutoEncoder - Step 10.mp411.26MB
  77. 21. Building an AutoEncoder/16. Building an AutoEncoder - Step 11.mp428.3MB
  78. 21. Building an AutoEncoder/17. THANK YOU bonus video.mp452.31MB
  79. 21. Building an AutoEncoder/2. How to get the dataset.mp46.48MB
  80. 21. Building an AutoEncoder/5. Building an AutoEncoder - Step 1.mp426.04MB
  81. 21. Building an AutoEncoder/6. Building an AutoEncoder - Step 2.mp427.82MB
  82. 21. Building an AutoEncoder/7. Building an AutoEncoder - Step 3.mp420.09MB
  83. 21. Building an AutoEncoder/9. Building an AutoEncoder - Step 4.mp449.56MB
  84. 23. Regression & Classification Intuition/2. Simple Linear Regression Intuition - Step 1.mp49.47MB
  85. 23. Regression & Classification Intuition/3. Simple Linear Regression Intuition - Step 2.mp45.38MB
  86. 23. Regression & Classification Intuition/4. Multiple Linear Regression Intuition.mp41.82MB
  87. 23. Regression & Classification Intuition/5. Logistic Regression Intuition.mp429.17MB
  88. 24. Data Preprocessing Template/2. Data Preprocessing - Step 1.mp454.34MB
  89. 24. Data Preprocessing Template/3. Data Preprocessing - Step 2.mp415.96MB
  90. 24. Data Preprocessing Template/4. Data Preprocessing - Step 3.mp471.77MB
  91. 24. Data Preprocessing Template/5. Data Preprocessing - Step 4.mp469.02MB
  92. 24. Data Preprocessing Template/6. Data Preprocessing - Step 5.mp488.67MB
  93. 24. Data Preprocessing Template/7. Data Preprocessing - Step 6.mp467.62MB
  94. 24. Data Preprocessing Template/8. Data Preprocessing - Step 7.mp4101.71MB
  95. 25. Logistic Regression Implementation/2. Logistic Regression - Step 1.mp444.61MB
  96. 25. Logistic Regression Implementation/3. Logistic Regression - Step 2.mp484.63MB
  97. 25. Logistic Regression Implementation/4. Logistic Regression - Step 3.mp443.06MB
  98. 25. Logistic Regression Implementation/5. Logistic Regression - Step 4.mp445.19MB
  99. 25. Logistic Regression Implementation/6. Logistic Regression - Step 5.mp430.56MB
  100. 25. Logistic Regression Implementation/7. Logistic Regression - Step 6.mp452.97MB
  101. 25. Logistic Regression Implementation/8. Logistic Regression - Step 7.mp4118.61MB
  102. 3. ANN Intuition/2. Plan of Attack.mp44.75MB
  103. 3. ANN Intuition/3. The Neuron.mp429.57MB
  104. 3. ANN Intuition/4. The Activation Function.mp414.75MB
  105. 3. ANN Intuition/5. How do Neural Networks work.mp423.53MB
  106. 3. ANN Intuition/6. How do Neural Networks learn.mp426.55MB
  107. 3. ANN Intuition/7. Gradient Descent.mp418.53MB
  108. 3. ANN Intuition/8. Stochastic Gradient Descent.mp416.83MB
  109. 3. ANN Intuition/9. Backpropagation.mp410.92MB
  110. 4. Building an ANN/1. Business Problem Description.mp416.38MB
  111. 4. Building an ANN/3. Building an ANN - Step 1.mp466.48MB
  112. 4. Building an ANN/5. Building an ANN - Step 2.mp4111MB
  113. 4. Building an ANN/6. Building an ANN - Step 3.mp475.07MB
  114. 4. Building an ANN/7. Building an ANN - Step 4.mp465.37MB
  115. 4. Building an ANN/8. Building an ANN - Step 5.mp4101.29MB
  116. 6. CNN Intuition/10. Softmax & Cross-Entropy.mp433.24MB
  117. 6. CNN Intuition/2. Plan of attack.mp44.91MB
  118. 6. CNN Intuition/3. What are convolutional neural networks.mp429.51MB
  119. 6. CNN Intuition/4. Step 1 - Convolution Operation.mp431.02MB
  120. 6. CNN Intuition/5. Step 1(b) - ReLU Layer.mp414.09MB
  121. 6. CNN Intuition/6. Step 2 - Pooling.mp440.25MB
  122. 6. CNN Intuition/7. Step 3 - Flattening.mp43.27MB
  123. 6. CNN Intuition/8. Step 4 - Full Connection.mp442.75MB
  124. 6. CNN Intuition/9. Summary.mp47.91MB
  125. 7. Building a CNN/2. Building a CNN - Step 1.mp470.79MB
  126. 7. Building a CNN/3. Building a CNN - Step 2.mp4106.86MB
  127. 7. Building a CNN/4. Building a CNN - Step 3.mp4118.61MB
  128. 7. Building a CNN/5. Building a CNN - Step 4.mp440.01MB
  129. 7. Building a CNN/6. Building a CNN - Step 5.mp497.72MB
  130. 7. Building a CNN/8. Building a CNN - FINAL DEMO!.mp4152.78MB
  131. 9. RNN Intuition/2. Plan of attack.mp44.19MB
  132. 9. RNN Intuition/3. The idea behind Recurrent Neural Networks.mp437.3MB
  133. 9. RNN Intuition/4. The Vanishing Gradient Problem.mp429.01MB
  134. 9. RNN Intuition/5. LSTMs.mp445.96MB
  135. 9. RNN Intuition/6. Practical intuition.mp452.85MB
  136. 9. RNN Intuition/7. EXTRA LSTM Variations.mp47.34MB
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