589689.xyz

Build, Train, and Deploy Your First Neural Network with TensorFlow (Jerry Kurata, 2020)

  • 收录时间:2022-05-15 15:32:45
  • 文件大小:346MB
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  • 最近下载:2022-05-15 15:32:45
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文件列表

  1. 05. Applying the Machine Learning Workflow with TensorFlow/6. Training the Model.mp4 15MB
  2. 09. Deploying Your Neural Network/4. Using TensorFlow Model Serving.mp4 13MB
  3. 05. Applying the Machine Learning Workflow with TensorFlow/4. Preparing the Data.mp4 13MB
  4. 07. Building and Training Your First Neural Network/2. Getting and Preparing the Data.mp4 11MB
  5. 08. Monitoring and Improving Neural Network Performance/2. TensorBoard Setup.mp4 10MB
  6. 08. Monitoring and Improving Neural Network Performance/4. Reducing Training Data Overfitting.mp4 10MB
  7. 05. Applying the Machine Learning Workflow with TensorFlow/1. Setting up the Example.mp4 10MB
  8. 06. Understanding Neural Networks/4. Activation Functions.mp4 9MB
  9. 08. Monitoring and Improving Neural Network Performance/3. Monitoring Your Trained Model’s Performance.mp4 9MB
  10. 03. Setting up the TensorFlow Environment/5. Sequencing Code Execution.mp4 9MB
  11. 07. Building and Training Your First Neural Network/4. Demo - Creating the Model.mp4 9MB
  12. 05. Applying the Machine Learning Workflow with TensorFlow/5. Creating the Model.mp4 8MB
  13. 08. Monitoring and Improving Neural Network Performance/6. Early Stopping.mp4 8MB
  14. 05. Applying the Machine Learning Workflow with TensorFlow/2. Defining the Problem and Getting Data.mp4 8MB
  15. 06. Understanding Neural Networks/6. Predicting with an Untrained Neural Network.mp4 8MB
  16. 06. Understanding Neural Networks/7. Training a Neural Network.mp4 8MB
  17. 05. Applying the Machine Learning Workflow with TensorFlow/7. Improving Performance.mp4 8MB
  18. 07. Building and Training Your First Neural Network/1. Building a Neural Network in TensorFlow.mp4 8MB
  19. 05. Applying the Machine Learning Workflow with TensorFlow/3. Exploring the Data.mp4 8MB
  20. 07. Building and Training Your First Neural Network/3. Creating the Model.mp4 7MB
  21. 03. Setting up the TensorFlow Environment/3. Getting Started with Colab.mp4 7MB
  22. exercise.7z 7MB
  23. 06. Understanding Neural Networks/5. From Neurons to Neural Networks.mp4 7MB
  24. 08. Monitoring and Improving Neural Network Performance/5. Randomly Dropping out Neuron Output.mp4 7MB
  25. 04. AI and Machine Learning Concepts/5. Reducing Loss.mp4 6MB
  26. 07. Building and Training Your First Neural Network/5. Compiling the Model.mp4 6MB
  27. 09. Deploying Your Neural Network/2. Installing TensorFlow ModelServer.mp4 6MB
  28. 07. Building and Training Your First Neural Network/6. Training and Evaluating the Model.mp4 6MB
  29. 05. Applying the Machine Learning Workflow with TensorFlow/8. Evaluating Model Performance.mp4 5MB
  30. 04. AI and Machine Learning Concepts/7. What Is a Tensor.mp4 5MB
  31. 06. Understanding Neural Networks/2. How Neurons Work.mp4 5MB
  32. 02. Why Learn TensorFlow/1. What Is TensorFlow.mp4 5MB
  33. 04. AI and Machine Learning Concepts/3. Creating the Model.mp4 4MB
  34. 03. Setting up the TensorFlow Environment/4. Importing TensorFlow.mp4 4MB
  35. 10. Final Words/2. Training the Model.mp4 4MB
  36. 10. Final Words/3. Monitoring, Improving, and Deploying the Model.mp4 4MB
  37. 02. Why Learn TensorFlow/2. Why TensorFlow.mp4 4MB
  38. 08. Monitoring and Improving Neural Network Performance/1. Understanding the Problem with Your Model.mp4 4MB
  39. 04. AI and Machine Learning Concepts/1. The Relationship of AI to ML.mp4 4MB
  40. 06. Understanding Neural Networks/3. Neuron Architecture.mp4 4MB
  41. 01. Course Overview/1. Course Overview.mp4 3MB
  42. 09. Deploying Your Neural Network/1. What Is Deploying a Neural Network.mp4 3MB
  43. 07. Building and Training Your First Neural Network/7. Summary.mp4 3MB
  44. 02. Why Learn TensorFlow/4. Required Skills.mp4 3MB
  45. 06. Understanding Neural Networks/1. Machine Learning with Neural Networks.mp4 3MB
  46. 04. AI and Machine Learning Concepts/4. Training the Model.mp4 3MB
  47. 04. AI and Machine Learning Concepts/2. Implementing Machine Learning.mp4 3MB
  48. 02. Why Learn TensorFlow/5. Course Structure.mp4 3MB
  49. 03. Setting up the TensorFlow Environment/6. Checklist and Summary.mp4 3MB
  50. 02. Why Learn TensorFlow/3. TensorFlow Tools and Languages.mp4 3MB
  51. 08. Monitoring and Improving Neural Network Performance/7. Saving Your Trained Model.mp4 2MB
  52. 03. Setting up the TensorFlow Environment/2. What Is Google Colaboratory (aka Colab).mp4 2MB
  53. 03. Setting up the TensorFlow Environment/1. TensorFlow Development Environment.mp4 2MB
  54. 10. Final Words/1. What Have You Seen.mp4 2MB
  55. 06. Understanding Neural Networks/8. Summary.mp4 2MB
  56. 09. Deploying Your Neural Network/3. Understanding TensorFlow Model Serving.mp4 2MB
  57. 04. AI and Machine Learning Concepts/6. Evaluating the Trained Model.mp4 2MB
  58. 08. Monitoring and Improving Neural Network Performance/8. Summary.mp4 2MB
  59. 10. Final Words/4. Tips for Your Machine Learning Journey.mp4 2MB
  60. 04. AI and Machine Learning Concepts/8. Checklist and Summary.mp4 2MB
  61. 05. Applying the Machine Learning Workflow with TensorFlow/9. Summary.mp4 1MB
  62. 09. Deploying Your Neural Network/5. Summary.mp4 1MB
  63. 06. Understanding Neural Networks/4. Activation Functions.vtt 8KB
  64. 05. Applying the Machine Learning Workflow with TensorFlow/6. Training the Model.vtt 8KB
  65. 03. Setting up the TensorFlow Environment/5. Sequencing Code Execution.vtt 7KB
  66. 05. Applying the Machine Learning Workflow with TensorFlow/4. Preparing the Data.vtt 7KB
  67. 09. Deploying Your Neural Network/4. Using TensorFlow Model Serving.vtt 7KB
  68. 05. Applying the Machine Learning Workflow with TensorFlow/1. Setting up the Example.vtt 7KB
  69. 07. Building and Training Your First Neural Network/2. Getting and Preparing the Data.vtt 6KB
  70. 03. Setting up the TensorFlow Environment/3. Getting Started with Colab.vtt 6KB
  71. 08. Monitoring and Improving Neural Network Performance/2. TensorBoard Setup.vtt 6KB
  72. 06. Understanding Neural Networks/7. Training a Neural Network.vtt 6KB
  73. 04. AI and Machine Learning Concepts/5. Reducing Loss.vtt 6KB
  74. 04. AI and Machine Learning Concepts/7. What Is a Tensor.vtt 6KB
  75. 07. Building and Training Your First Neural Network/3. Creating the Model.vtt 5KB
  76. 08. Monitoring and Improving Neural Network Performance/4. Reducing Training Data Overfitting.vtt 5KB
  77. 07. Building and Training Your First Neural Network/1. Building a Neural Network in TensorFlow.vtt 5KB
  78. 06. Understanding Neural Networks/6. Predicting with an Untrained Neural Network.vtt 5KB
  79. 04. AI and Machine Learning Concepts/3. Creating the Model.vtt 5KB
  80. 06. Understanding Neural Networks/5. From Neurons to Neural Networks.vtt 5KB
  81. 08. Monitoring and Improving Neural Network Performance/3. Monitoring Your Trained Model’s Performance.vtt 5KB
  82. 05. Applying the Machine Learning Workflow with TensorFlow/5. Creating the Model.vtt 4KB
  83. 07. Building and Training Your First Neural Network/4. Demo - Creating the Model.vtt 4KB
  84. playlist.m3u 4KB
  85. 05. Applying the Machine Learning Workflow with TensorFlow/7. Improving Performance.vtt 4KB
  86. 02. Why Learn TensorFlow/1. What Is TensorFlow.vtt 4KB
  87. 05. Applying the Machine Learning Workflow with TensorFlow/2. Defining the Problem and Getting Data.vtt 4KB
  88. 07. Building and Training Your First Neural Network/6. Training and Evaluating the Model.vtt 4KB
  89. 10. Final Words/3. Monitoring, Improving, and Deploying the Model.vtt 4KB
  90. 08. Monitoring and Improving Neural Network Performance/1. Understanding the Problem with Your Model.vtt 4KB
  91. 04. AI and Machine Learning Concepts/1. The Relationship of AI to ML.vtt 4KB
  92. 02. Why Learn TensorFlow/4. Required Skills.vtt 4KB
  93. 08. Monitoring and Improving Neural Network Performance/6. Early Stopping.vtt 4KB
  94. 03. Setting up the TensorFlow Environment/4. Importing TensorFlow.vtt 4KB
  95. 02. Why Learn TensorFlow/2. Why TensorFlow.vtt 4KB
  96. 09. Deploying Your Neural Network/1. What Is Deploying a Neural Network.vtt 4KB
  97. 02. Why Learn TensorFlow/3. TensorFlow Tools and Languages.vtt 4KB
  98. 04. AI and Machine Learning Concepts/4. Training the Model.vtt 4KB
  99. 05. Applying the Machine Learning Workflow with TensorFlow/3. Exploring the Data.vtt 4KB
  100. 06. Understanding Neural Networks/3. Neuron Architecture.vtt 3KB
  101. 10. Final Words/2. Training the Model.vtt 3KB
  102. 06. Understanding Neural Networks/2. How Neurons Work.vtt 3KB
  103. 04. AI and Machine Learning Concepts/2. Implementing Machine Learning.vtt 3KB
  104. 06. Understanding Neural Networks/1. Machine Learning with Neural Networks.vtt 3KB
  105. 07. Building and Training Your First Neural Network/5. Compiling the Model.vtt 3KB
  106. 05. Applying the Machine Learning Workflow with TensorFlow/8. Evaluating Model Performance.vtt 3KB
  107. 02. Why Learn TensorFlow/5. Course Structure.vtt 3KB
  108. 03. Setting up the TensorFlow Environment/6. Checklist and Summary.vtt 3KB
  109. 08. Monitoring and Improving Neural Network Performance/5. Randomly Dropping out Neuron Output.vtt 3KB
  110. 07. Building and Training Your First Neural Network/7. Summary.vtt 3KB
  111. 03. Setting up the TensorFlow Environment/2. What Is Google Colaboratory (aka Colab).vtt 3KB
  112. 01. Course Overview/1. Course Overview.vtt 2KB
  113. 10. Final Words/1. What Have You Seen.vtt 2KB
  114. 09. Deploying Your Neural Network/2. Installing TensorFlow ModelServer.vtt 2KB
  115. 03. Setting up the TensorFlow Environment/1. TensorFlow Development Environment.vtt 2KB
  116. 10. Final Words/4. Tips for Your Machine Learning Journey.vtt 2KB
  117. 06. Understanding Neural Networks/8. Summary.vtt 2KB
  118. 08. Monitoring and Improving Neural Network Performance/8. Summary.vtt 2KB
  119. 04. AI and Machine Learning Concepts/6. Evaluating the Trained Model.vtt 2KB
  120. 08. Monitoring and Improving Neural Network Performance/7. Saving Your Trained Model.vtt 2KB
  121. 09. Deploying Your Neural Network/3. Understanding TensorFlow Model Serving.vtt 2KB
  122. ~i.txt 2KB
  123. 04. AI and Machine Learning Concepts/8. Checklist and Summary.vtt 2KB
  124. 05. Applying the Machine Learning Workflow with TensorFlow/9. Summary.vtt 1KB
  125. 09. Deploying Your Neural Network/5. Summary.vtt 1KB