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Deep Learning with TensorFlow 2.0

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文件列表

  1. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/104 Why is Linear Algebra Useful_.mp4 144MB
  2. [TutsNode.com] - Deep Learning with TensorFlow 2.0/01 Welcome! Course introduction/001 Meet your instructors and why you should study machine learning_.mp4 106MB
  3. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/085 Preprocessing the data.mp4 84MB
  4. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/082 Exploring the dataset and identifying predictors.mp4 66MB
  5. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/090 Setting an early stopping mechanism.mp4 50MB
  6. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/096 Linear Algebra and Geometry.mp4 50MB
  7. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/103 Dot Product of Matrices.mp4 49MB
  8. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/074 Preprocess the data - shuffle and batch the data.mp4 42MB
  9. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/078 Learning.mp4 41MB
  10. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/016 N-parameter gradient descent.mp4 39MB
  11. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/023 Installing TensorFlow 2.mp4 39MB
  12. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/010 The linear model. Multiple inputs and multiple outputs.mp4 38MB
  13. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/101 Transpose of a Matrix.mp4 38MB
  14. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/035 Model layout - inputs, outputs, targets, weights, biases, optimizer and loss.mp4 35MB
  15. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/095 Scalars and Vectors.mp4 34MB
  16. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/094 What is a Matrix_.mp4 34MB
  17. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/031 TensorFlow outline.mp4 34MB
  18. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/099 Addition and Subtraction of Matrices.mp4 33MB
  19. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/018 Why Python and why Jupyter_.mp4 32MB
  20. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/089 Learning and interpreting the result.mp4 31MB
  21. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/084 Balancing the dataset.mp4 30MB
  22. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/036 Interpreting the result and extracting the weights and bias.mp4 30MB
  23. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/081 Testing the model.mp4 30MB
  24. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/072 Preprocess the data - create a validation dataset and scale the data.mp4 29MB
  25. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/019 Installing Anaconda.mp4 28MB
  26. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/076 Outline the model.mp4 28MB
  27. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/097 Scalars, Vectors and Matrices in Python.mp4 27MB
  28. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/102 Dot Product of Vectors.mp4 24MB
  29. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/037 Cutomizing your model.mp4 23MB
  30. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/098 Tensors.mp4 23MB
  31. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/032 TensorFlow 2 intro.mp4 22MB
  32. [TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/029 Minimal example - part 4.mp4 21MB
  33. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/021 The Jupyter dashboard - part 2.mp4 19MB
  34. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/070 How to tackle the MNIST.mp4 19MB
  35. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/015 One parameter gradient descent.mp4 18MB
  36. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/087 Load the preprocessed data.mp4 18MB
  37. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/034 Types of file formats in TensorFlow and data handling.mp4 16MB
  38. [TutsNode.com] - Deep Learning with TensorFlow 2.0/01 Welcome! Course introduction/002 What does the course cover_.mp4 16MB
  39. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/071 Importing the relevant packages and load the data.mp4 16MB
  40. [TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/105 See how much you have learned.mp4 14MB
  41. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/077 Select the loss and the optimizer.mp4 14MB
  42. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/004 Introduction to neural networks.mp4 14MB
  43. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/041 Understanding deep nets in depth.mp4 13MB
  44. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/069 The dataset.mp4 13MB
  45. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/006 Types of machine learning.mp4 12MB
  46. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/014 Cross-entropy loss.mp4 11MB
  47. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/100 Errors when Adding Matrices.mp4 11MB
  48. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/045 Backpropagation.mp4 11MB
  49. [TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/048 Underfitting and overfitting.mp4 11MB
  50. [TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/107 An overview of CNNs.mp4 11MB
  51. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/092 Testing the model.mp4 11MB
  52. [TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/027 Minimal example - part 2.mp4 11MB
  53. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/060 Learning rate schedules.mp4 10MB
  54. [TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/028 Minimal example - part 3.mp4 10MB
  55. [TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/053 Early stopping.mp4 9MB
  56. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/057 Stochastic gradient descent.mp4 9MB
  57. [TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/050 Training and validation.mp4 9MB
  58. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/007 The linear model.mp4 9MB
  59. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/042 Why do we need non-linearities_.mp4 9MB
  60. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/062 Adaptive learning rate schedules.mp4 9MB
  61. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/005 Training the model.mp4 9MB
  62. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/043 Activation functions.mp4 9MB
  63. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/020 The Jupyter dashboard - part 1.mp4 9MB
  64. [TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/064 Preprocessing introduction.mp4 8MB
  65. [TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/066 Standardization.mp4 8MB
  66. [TutsNode.com] - Deep Learning with TensorFlow 2.0/09 Initialization/054 Initialization - Introduction.mp4 8MB
  67. [TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/110 An overview of non-NN approaches.mp4 8MB
  68. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/063 Adaptive moment estimation.mp4 8MB
  69. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/009 The linear model. Multiple inputs.mp4 7MB
  70. [TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/051 Training, validation, and test.mp4 7MB
  71. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/044 Softmax activation.mp4 7MB
  72. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/083 Outlining the business case solution.mp4 7MB
  73. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/013 L2-norm loss.mp4 7MB
  74. [TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/052 N-fold cross validation.mp4 7MB
  75. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/046 Backpropagation - visual representation.mp4 7MB
  76. [TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/049 Underfitting and overfitting - classification.mp4 7MB
  77. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/033 A Note on Coding in TensorFlow.mp4 7MB
  78. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/040 What is a deep net_.mp4 7MB
  79. [TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/026 Minimal example - part 1.mp4 7MB
  80. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/011 Graphical representation.mp4 6MB
  81. [TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/106 What’s further out there in the machine and deep learning world.mp4 6MB
  82. [TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/068 One-hot and binary encoding.mp4 6MB
  83. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/059 Momentum.mp4 6MB
  84. [TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/067 Dealing with categorical data.mp4 6MB
  85. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/017 Setting up the environment - An introduction - Do not skip, please!.mp4 6MB
  86. [TutsNode.com] - Deep Learning with TensorFlow 2.0/09 Initialization/056 Xavier initialization.mp4 6MB
  87. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/012 The objective function.mp4 6MB
  88. [TutsNode.com] - Deep Learning with TensorFlow 2.0/09 Initialization/055 Types of simple initializations.mp4 6MB
  89. [TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/109 An overview of RNNs.mp4 5MB
  90. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/039 Layers.mp4 5MB
  91. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/058 Gradient descent pitfalls.mp4 4MB
  92. [TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/065 Basic preprocessing.mp4 4MB
  93. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/061 Learning rate schedules. A picture.mp4 3MB
  94. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/039 Course-Notes-Section-6.pdf 936KB
  95. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/040 Course-Notes-Section-6.pdf 936KB
  96. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/004 Course-Notes-Section-2.pdf 928KB
  97. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/005 Course-Notes-Section-2.pdf 928KB
  98. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/006 Course-Notes-Section-2.pdf 928KB
  99. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/007 Course-Notes-Section-2.pdf 928KB
  100. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/009 Course-Notes-Section-2.pdf 928KB
  101. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/010 Course-Notes-Section-2.pdf 928KB
  102. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/011 Course-Notes-Section-2.pdf 928KB
  103. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/012 Course-Notes-Section-2.pdf 928KB
  104. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/013 Course-Notes-Section-2.pdf 928KB
  105. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/014 Course-Notes-Section-2.pdf 928KB
  106. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/015 Course-Notes-Section-2.pdf 928KB
  107. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/016 Course-Notes-Section-2.pdf 928KB
  108. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/082 Audiobooks-data.csv 625KB
  109. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/085 Audiobooks-data.csv 625KB
  110. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/086 Audiobooks-data.csv 625KB
  111. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/022 Shortcuts-for-Jupyter.pdf 619KB
  112. [TutsNode.com] - Deep Learning with TensorFlow 2.0/07 Backpropagation. A peek into the Mathematics of Optimization/047 Backpropagation-a-peek-into-the-Mathematics-of-Optimization.pdf 182KB
  113. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/015 GD-function-example.xlsx 42KB
  114. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/085 Preprocessing the data.en.srt 13KB
  115. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/104 Why is Linear Algebra Useful_.en.srt 12KB
  116. [TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/029 Minimal example - part 4.en.srt 11KB
  117. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/082 Exploring the dataset and identifying predictors.en.srt 11KB
  118. [TutsNode.com] - Deep Learning with TensorFlow 2.0/01 Welcome! Course introduction/001 Meet your instructors and why you should study machine learning_.en.srt 11KB
  119. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/103 Dot Product of Matrices.en.srt 10KB
  120. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/074 Preprocess the data - shuffle and batch the data.en.srt 10KB
  121. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/015 One parameter gradient descent.en.srt 9KB
  122. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/078 Learning.en.srt 8KB
  123. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/035 Model layout - inputs, outputs, targets, weights, biases, optimizer and loss.en.srt 8KB
  124. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/090 Setting an early stopping mechanism.en.srt 8KB
  125. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/016 N-parameter gradient descent.en.srt 8KB
  126. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/076 Outline the model.en.srt 7KB
  127. [TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/027 Minimal example - part 2.en.srt 7KB
  128. [TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/053 Early stopping.en.srt 7KB
  129. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/021 The Jupyter dashboard - part 2.en.srt 7KB
  130. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/041 Understanding deep nets in depth.en.srt 7KB
  131. [TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/107 An overview of CNNs.en.srt 7KB
  132. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/023 Installing TensorFlow 2.en.srt 7KB
  133. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/018 Why Python and why Jupyter_.en.srt 7KB
  134. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/089 Learning and interpreting the result.en.srt 7KB
  135. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/072 Preprocess the data - create a validation dataset and scale the data.en.srt 7KB
  136. [TutsNode.com] - Deep Learning with TensorFlow 2.0/01 Welcome! Course introduction/002 What does the course cover_.en.srt 6KB
  137. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/036 Interpreting the result and extracting the weights and bias.en.srt 6KB
  138. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/097 Scalars, Vectors and Matrices in Python.en.srt 6KB
  139. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/081 Testing the model.en.srt 6KB
  140. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/060 Learning rate schedules.en.srt 6KB
  141. [TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/066 Standardization.en.srt 6KB
  142. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/004 Introduction to neural networks.en.srt 6KB
  143. [TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/048 Underfitting and overfitting.en.srt 6KB
  144. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/010 The linear model. Multiple inputs and multiple outputs.en.srt 6KB
  145. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/101 Transpose of a Matrix.en.srt 6KB
  146. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/014 Cross-entropy loss.en.srt 6KB
  147. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/006 Types of machine learning.en.srt 5KB
  148. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/031 TensorFlow outline.en.srt 5KB
  149. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/062 Adaptive learning rate schedules.en.srt 5KB
  150. [TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/105 See how much you have learned.en.srt 5KB
  151. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/043 Activation functions.en.srt 5KB
  152. [TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/110 An overview of non-NN approaches.en.srt 5KB
  153. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/057 Stochastic gradient descent.en.srt 5KB
  154. [TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/050 Training and validation.en.srt 5KB
  155. [TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/068 One-hot and binary encoding.en.srt 5KB
  156. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/087 Load the preprocessed data.en.srt 5KB
  157. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/019 Installing Anaconda.en.srt 5KB
  158. [TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/026 Minimal example - part 1.en.srt 5KB
  159. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/084 Balancing the dataset.en.srt 5KB
  160. [TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/028 Minimal example - part 3.en.srt 5KB
  161. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/045 Backpropagation.en.srt 5KB
  162. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/094 What is a Matrix_.en.srt 5KB
  163. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/044 Softmax activation.en.srt 4KB
  164. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/005 Training the model.en.srt 4KB
  165. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/102 Dot Product of Vectors.en.srt 4KB
  166. [TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/052 N-fold cross validation.en.srt 4KB
  167. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/037 Cutomizing your model.en.srt 4KB
  168. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/096 Linear Algebra and Geometry.en.srt 4KB
  169. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/099 Addition and Subtraction of Matrices.en.srt 4KB
  170. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/046 Backpropagation - visual representation.en.srt 4KB
  171. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/007 The linear model.en.srt 4KB
  172. [TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/064 Preprocessing introduction.en.srt 4KB
  173. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/042 Why do we need non-linearities_.en.srt 4KB
  174. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/095 Scalars and Vectors.en.srt 4KB
  175. [TutsNode.com] - Deep Learning with TensorFlow 2.0/16 Bonus lecture/111 Bonus lecture_ Next steps.html 4KB
  176. [TutsNode.com] - Deep Learning with TensorFlow 2.0/09 Initialization/056 Xavier initialization.en.srt 4KB
  177. [TutsNode.com] - Deep Learning with TensorFlow 2.0/09 Initialization/055 Types of simple initializations.en.srt 4KB
  178. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/032 TensorFlow 2 intro.en.srt 4KB
  179. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/098 Tensors.en.srt 4KB
  180. [TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/109 An overview of RNNs.en.srt 4KB
  181. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/069 The dataset.en.srt 4KB
  182. [TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/051 Training, validation, and test.en.srt 4KB
  183. [TutsNode.com] - Deep Learning with TensorFlow 2.0/09 Initialization/054 Initialization - Introduction.en.srt 4KB
  184. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/059 Momentum.en.srt 4KB
  185. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/034 Types of file formats in TensorFlow and data handling.en.srt 4KB
  186. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/070 How to tackle the MNIST.en.srt 4KB
  187. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/063 Adaptive moment estimation.en.srt 3KB
  188. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/040 What is a deep net_.en.srt 3KB
  189. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/020 The Jupyter dashboard - part 1.en.srt 3KB
  190. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/009 The linear model. Multiple inputs.en.srt 3KB
  191. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/071 Importing the relevant packages and load the data.en.srt 3KB
  192. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/077 Select the loss and the optimizer.en.srt 3KB
  193. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/080 MNIST - solutions.html 3KB
  194. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/058 Gradient descent pitfalls.en.srt 3KB
  195. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/013 L2-norm loss.en.srt 3KB
  196. [TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/067 Dealing with categorical data.en.srt 3KB
  197. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/079 MNIST - exercises.html 3KB
  198. [TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/049 Underfitting and overfitting - classification.en.srt 3KB
  199. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/011 Graphical representation.en.srt 3KB
  200. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/100 Errors when Adding Matrices.en.srt 3KB
  201. [TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/106 What’s further out there in the machine and deep learning world.en.srt 3KB
  202. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/external-assets-links.txt 3KB
  203. [TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/039 Layers.en.srt 3KB
  204. [TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/030 Minimal example - Exercises.html 2KB
  205. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/038 Minimal example with TensorFlow - Exercises.html 2KB
  206. [TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/061 Learning rate schedules. A picture.en.srt 2KB
  207. [TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/108 How DeepMind uses deep learning.html 2KB
  208. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/092 Testing the model.en.srt 2KB
  209. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/012 The objective function.en.srt 2KB
  210. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/083 Outlining the business case solution.en.srt 2KB
  211. [TutsNode.com] - Deep Learning with TensorFlow 2.0/01 Welcome! Course introduction/003 Download All Resources and Important FAQ.html 2KB
  212. [TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/external-assets-links.txt 2KB
  213. [TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/065 Basic preprocessing.en.srt 2KB
  214. [TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/008 Need Help with Linear Algebra_.html 2KB
  215. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/external-assets-links.txt 1KB
  216. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/017 Setting up the environment - An introduction - Do not skip, please!.en.srt 1KB
  217. [TutsNode.com] - Deep Learning with TensorFlow 2.0/07 Backpropagation. A peek into the Mathematics of Optimization/047 Backpropagation. A peek into the Mathematics of Optimization.html 1KB
  218. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/external-assets-links.txt 1KB
  219. [TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/033 A Note on Coding in TensorFlow.en.srt 1KB
  220. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/093 Final exercise.html 1KB
  221. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/086 Preprocessing exercise.html 1KB
  222. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/022 Jupyter Shortcuts.html 1KB
  223. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/025 Installing packages - solution.html 1KB
  224. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/091 Setting an early stopping mechanism - Exercise.html 1KB
  225. [TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/external-assets-links.txt 1KB
  226. [TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/024 Installing packages - exercise.html 1KB
  227. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/075 Preprocess the data - shuffle and batch the data.html 1004B
  228. [TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/073 Preprocess the data - scale the test data.html 997B
  229. [TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/088 Load the preprocessed data - Exercise.html 991B
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