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Deep Learning with Keras (Jerry Kurata, 2018)

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  • 文件大小:334MB
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文件列表

  1. 6. Building Convolutional NN with Keras/11. Transfer Learning Implementation.mp4 32MB
  2. 6. Building Convolutional NN with Keras/09. Coding Fashion MNIST.mp4 26MB
  3. 3. Creating Your First Neural Network with Keras/2. Installing TensorFlow.mp4 21MB
  4. 3. Creating Your First Neural Network with Keras/4. Creating Your First Keras Neural Network.mp4 20MB
  5. 4. Constructing Models in Keras/4. Model Features.mp4 20MB
  6. 4. Constructing Models in Keras/5. Converting to the Functional API.mp4 16MB
  7. 7. Implementing Recurrent Neural Nets with Keras/6. Coding Sentiment Analysis.mp4 15MB
  8. 4. Constructing Models in Keras/2. Coding Complex Data.mp4 10MB
  9. 4. Constructing Models in Keras/3. Estimating Layers and Neurons.mp4 9MB
  10. 8. Using Specialty Layers and Functions/4. Functional API Second Look.mp4 9MB
  11. exercise.7z 8MB
  12. 2. Introducing Keras/3. Neural Networks.mp4 8MB
  13. 5. Employing Layers in Keras Models/6. Extension Layers.mp4 8MB
  14. 6. Building Convolutional NN with Keras/02. Why Do CNNs Exists.mp4 7MB
  15. 9. Last Words/1. Last Words.mp4 7MB
  16. 6. Building Convolutional NN with Keras/07. Pool Layer.mp4 7MB
  17. 3. Creating Your First Neural Network with Keras/3. Installing Keras.mp4 7MB
  18. 6. Building Convolutional NN with Keras/08. Implementing CNNs in Keras.mp4 6MB
  19. 6. Building Convolutional NN with Keras/04. Convolution Layer.mp4 6MB
  20. 5. Employing Layers in Keras Models/5. Merging Layers.mp4 5MB
  21. 7. Implementing Recurrent Neural Nets with Keras/2. RNN Implementation.mp4 5MB
  22. 6. Building Convolutional NN with Keras/05. Convolution Layer Hyperparameters.mp4 5MB
  23. 6. Building Convolutional NN with Keras/10. Transfer Learning Principles.mp4 5MB
  24. 3. Creating Your First Neural Network with Keras/1. Introduction to Installation.mp4 5MB
  25. 3. Creating Your First Neural Network with Keras/5. Changing the Backend.mp4 4MB
  26. 2. Introducing Keras/4. Skills.mp4 4MB
  27. 6. Building Convolutional NN with Keras/12. Conclusion.mp4 4MB
  28. 5. Employing Layers in Keras Models/3. Common Layers.mp4 4MB
  29. 1. Course Overview/1. Course Overview.mp4 4MB
  30. 2. Introducing Keras/2. What Is Keras.mp4 3MB
  31. 5. Employing Layers in Keras Models/4. Shaping Layers.mp4 3MB
  32. 8. Using Specialty Layers and Functions/3. Keras Pre-trained Models.mp4 3MB
  33. 6. Building Convolutional NN with Keras/03. How Do CNNs Work.mp4 3MB
  34. 2. Introducing Keras/5. Course Structure.mp4 3MB
  35. 7. Implementing Recurrent Neural Nets with Keras/4. LSTM and GRU.mp4 3MB
  36. 7. Implementing Recurrent Neural Nets with Keras/3. Simple RNN Issues.mp4 3MB
  37. 8. Using Specialty Layers and Functions/1. Introduction.mp4 2MB
  38. 7. Implementing Recurrent Neural Nets with Keras/1. Introduction to RNNs.mp4 2MB
  39. 5. Employing Layers in Keras Models/1. Introduction to Models.mp4 2MB
  40. 6. Building Convolutional NN with Keras/06. Non-linear Activation.mp4 2MB
  41. 4. Constructing Models in Keras/1. Introduction to Models.mp4 2MB
  42. 8. Using Specialty Layers and Functions/2. Keras Datasets.mp4 2MB
  43. 2. Introducing Keras/1. Introduction.mp4 2MB
  44. 4. Constructing Models in Keras/6. Summary.mp4 2MB
  45. 6. Building Convolutional NN with Keras/01. Introduction to CNNs.mp4 2MB
  46. 7. Implementing Recurrent Neural Nets with Keras/7. Summary.mp4 2MB
  47. 7. Implementing Recurrent Neural Nets with Keras/5. Keras RNN Layers.mp4 2MB
  48. 5. Employing Layers in Keras Models/2. Layer Groups.mp4 1MB
  49. 5. Employing Layers in Keras Models/7. Summary.mp4 1MB
  50. 6. Building Convolutional NN with Keras/11. Transfer Learning Implementation.vtt 15KB
  51. 6. Building Convolutional NN with Keras/09. Coding Fashion MNIST.vtt 11KB
  52. 4. Constructing Models in Keras/4. Model Features.vtt 10KB
  53. 3. Creating Your First Neural Network with Keras/4. Creating Your First Keras Neural Network.vtt 9KB
  54. 7. Implementing Recurrent Neural Nets with Keras/6. Coding Sentiment Analysis.vtt 9KB
  55. 5. Employing Layers in Keras Models/6. Extension Layers.vtt 7KB
  56. 6. Building Convolutional NN with Keras/07. Pool Layer.vtt 7KB
  57. 3. Creating Your First Neural Network with Keras/2. Installing TensorFlow.vtt 6KB
  58. 6. Building Convolutional NN with Keras/04. Convolution Layer.vtt 6KB
  59. 4. Constructing Models in Keras/5. Converting to the Functional API.vtt 6KB
  60. 6. Building Convolutional NN with Keras/05. Convolution Layer Hyperparameters.vtt 6KB
  61. 8. Using Specialty Layers and Functions/4. Functional API Second Look.vtt 6KB
  62. 9. Last Words/1. Last Words.vtt 6KB
  63. 2. Introducing Keras/3. Neural Networks.vtt 5KB
  64. 7. Implementing Recurrent Neural Nets with Keras/2. RNN Implementation.vtt 5KB
  65. 5. Employing Layers in Keras Models/5. Merging Layers.vtt 5KB
  66. 6. Building Convolutional NN with Keras/10. Transfer Learning Principles.vtt 5KB
  67. 6. Building Convolutional NN with Keras/02. Why Do CNNs Exists.vtt 5KB
  68. 6. Building Convolutional NN with Keras/12. Conclusion.vtt 5KB
  69. 2. Introducing Keras/4. Skills.vtt 5KB
  70. 2. Introducing Keras/2. What Is Keras.vtt 4KB
  71. 6. Building Convolutional NN with Keras/08. Implementing CNNs in Keras.vtt 4KB
  72. 7. Implementing Recurrent Neural Nets with Keras/4. LSTM and GRU.vtt 4KB
  73. 4. Constructing Models in Keras/3. Estimating Layers and Neurons.vtt 4KB
  74. 3. Creating Your First Neural Network with Keras/1. Introduction to Installation.vtt 4KB
  75. 8. Using Specialty Layers and Functions/1. Introduction.vtt 4KB
  76. 4. Constructing Models in Keras/2. Coding Complex Data.vtt 3KB
  77. playlist.m3u 3KB
  78. 3. Creating Your First Neural Network with Keras/3. Installing Keras.vtt 3KB
  79. 3. Creating Your First Neural Network with Keras/5. Changing the Backend.vtt 3KB
  80. 2. Introducing Keras/5. Course Structure.vtt 3KB
  81. 8. Using Specialty Layers and Functions/2. Keras Datasets.vtt 3KB
  82. 7. Implementing Recurrent Neural Nets with Keras/3. Simple RNN Issues.vtt 3KB
  83. 5. Employing Layers in Keras Models/4. Shaping Layers.vtt 3KB
  84. 5. Employing Layers in Keras Models/3. Common Layers.vtt 3KB
  85. 4. Constructing Models in Keras/6. Summary.vtt 2KB
  86. 6. Building Convolutional NN with Keras/03. How Do CNNs Work.vtt 2KB
  87. 6. Building Convolutional NN with Keras/06. Non-linear Activation.vtt 2KB
  88. 4. Constructing Models in Keras/1. Introduction to Models.vtt 2KB
  89. 1. Course Overview/1. Course Overview.vtt 2KB
  90. 7. Implementing Recurrent Neural Nets with Keras/1. Introduction to RNNs.vtt 2KB
  91. 5. Employing Layers in Keras Models/1. Introduction to Models.vtt 2KB
  92. 5. Employing Layers in Keras Models/2. Layer Groups.vtt 2KB
  93. 7. Implementing Recurrent Neural Nets with Keras/7. Summary.vtt 2KB
  94. 8. Using Specialty Layers and Functions/3. Keras Pre-trained Models.vtt 2KB
  95. ~i.txt 2KB
  96. 6. Building Convolutional NN with Keras/01. Introduction to CNNs.vtt 1KB
  97. 2. Introducing Keras/1. Introduction.vtt 1KB
  98. 5. Employing Layers in Keras Models/7. Summary.vtt 1KB
  99. 7. Implementing Recurrent Neural Nets with Keras/5. Keras RNN Layers.vtt 1KB