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[ ] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API

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  1. ~Get Your Files Here !/01 - Introduction/001 Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit.mp4 146MB
  2. ~Get Your Files Here !/02 - TensorFlow 2.0 Basics/001 From TensorFlow 1.x to TensorFlow 2.0.mp4 115MB
  3. ~Get Your Files Here !/17 - Annex 3 - Recurrent Neural Networks Theory/005 LSTM Practical Intuition.mp4 107MB
  4. ~Get Your Files Here !/17 - Annex 3 - Recurrent Neural Networks Theory/004 LSTMs.mp4 89MB
  5. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/005 Step 2 - Max Pooling.mp4 87MB
  6. ~Get Your Files Here !/17 - Annex 3 - Recurrent Neural Networks Theory/003 Vanishing Gradient.mp4 86MB
  7. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/002 What are Convolutional Neural Networks.mp4 71MB
  8. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/003 Step 1 - Convolution.mp4 66MB
  9. ~Get Your Files Here !/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/005 Dataset preprocessing pipeline.mp4 60MB
  10. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/007 Step 4 - Full Connection.mp4 59MB
  11. ~Get Your Files Here !/17 - Annex 3 - Recurrent Neural Networks Theory/002 What are Recurrent Neural Networks.mp4 58MB
  12. ~Get Your Files Here !/04 - Convolutional Neural Networks/002 Building the Convolutional Neural Network.mp4 57MB
  13. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/009 Action Selection Policies.mp4 54MB
  14. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/009 Softmax & Cross-Entropy.mp4 51MB
  15. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/002 The Bellman Equation.mp4 48MB
  16. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/001 What is Transfer Learning.mp4 46MB
  17. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/002 Project Setup.mp4 44MB
  18. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/002 The Neuron.mp4 44MB
  19. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/005 How do Neural Networks Learn.mp4 43MB
  20. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/003 Markov Decision Process (MDP).mp4 42MB
  21. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/008 Experience Replay.mp4 38MB
  22. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/005 Temporal Difference.mp4 37MB
  23. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/012 Training loop - Step 2.mp4 36MB
  24. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/004 How do Neural Networks Work.mp4 35MB
  25. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/006 Deep Q-Learning Intuition - Step 1.mp4 34MB
  26. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/007 Stochastic Gradient Descent.mp4 31MB
  27. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/004 Q-Learning Intuition.mp4 29MB
  28. ~Get Your Files Here !/05 - Recurrent Neural Networks/001 Project Setup & Data Preprocessing.mp4 29MB
  29. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/007 Dataset Loader function.mp4 27MB
  30. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/006 Gradient Descent.mp4 26MB
  31. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/001 What is Reinforcement Learning.mp4 25MB
  32. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/006 AI Trader - Step 5.mp4 23MB
  33. ~Get Your Files Here !/02 - TensorFlow 2.0 Basics/002 Constants, Variables, Tensors.mp4 23MB
  34. ~Get Your Files Here !/03 - Artificial Neural Networks/003 Building the Artificial Neural Network.mp4 23MB
  35. ~Get Your Files Here !/03 - Artificial Neural Networks/001 Project Setup.mp4 22MB
  36. ~Get Your Files Here !/03 - Artificial Neural Networks/002 Data Preprocessing.mp4 21MB
  37. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/004 Step 1 Bis - ReLU Layer.mp4 21MB
  38. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/003 Project setup.mp4 20MB
  39. ~Get Your Files Here !/04 - Convolutional Neural Networks/003 Training and Evaluating the Convolutional Neural Network.mp4 20MB
  40. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/003 Dataset preprocessing.mp4 20MB
  41. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/007 Serving the TensorFlow 2.0 Model.mp4 20MB
  42. ~Get Your Files Here !/02 - TensorFlow 2.0 Basics/003 Operations with Tensors.mp4 19MB
  43. ~Get Your Files Here !/14 - Distributed Training with TensorFlow 2.0/007 Final evaluation - Speed test normal model vs distributed model.mp4 19MB
  44. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/008 Backpropagation.mp4 18MB
  45. ~Get Your Files Here !/05 - Recurrent Neural Networks/003 Training and Evaluating the Recurrent Neural Network.mp4 17MB
  46. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/003 The Activation Function.mp4 17MB
  47. ~Get Your Files Here !/03 - Artificial Neural Networks/004 Training the Artificial Neural Network.mp4 17MB
  48. ~Get Your Files Here !/04 - Convolutional Neural Networks/001 Project Setup & Data Preprocessing.mp4 17MB
  49. ~Get Your Files Here !/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/002 Initial dataset preprocessing.mp4 16MB
  50. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/005 Defining, training and evaluating a model.mp4 16MB
  51. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/005 Creating classify function.mp4 16MB
  52. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/001 Project Setup.mp4 15MB
  53. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/009 Image Data Generators.mp4 15MB
  54. ~Get Your Files Here !/05 - Recurrent Neural Networks/002 Building the Recurrent Neural Network.mp4 15MB
  55. ~Get Your Files Here !/02 - TensorFlow 2.0 Basics/004 Strings.mp4 15MB
  56. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/003 Dataset preprocessing.mp4 15MB
  57. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/004 Loading the MobileNet V2 model.mp4 15MB
  58. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/007 Deep Q-Learning Intuition - Step 2.mp4 15MB
  59. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/008 State creator function.mp4 14MB
  60. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/011 Training loop - Step 1.mp4 12MB
  61. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/002 Loading the pollution dataset.mp4 12MB
  62. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/007 Sending API requests over internet to the model.mp4 12MB
  63. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/002 AI Trader - Step 1.mp4 12MB
  64. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/004 Dataset preprocessing.mp4 11MB
  65. ~Get Your Files Here !/03 - Artificial Neural Networks/005 Evaluating the Artificial Neural Network.mp4 11MB
  66. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/009 Sending the first POST request to the model.mp4 11MB
  67. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/008 Summary.mp4 11MB
  68. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/006 Saving the model for production.mp4 10MB
  69. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/001 What is the TensorFlow Serving.mp4 10MB
  70. ~Get Your Files Here !/14 - Distributed Training with TensorFlow 2.0/003 Dataset preprocessing.mp4 10MB
  71. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/007 Defining the transfer learning model.mp4 10MB
  72. ~Get Your Files Here !/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/003 Dataset metadata.mp4 10MB
  73. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/008 Creating a JSON object.mp4 10MB
  74. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/003 Creating dataset Schema.mp4 10MB
  75. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/012 Fine Tuning model definition.mp4 9MB
  76. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/001 Project Setup.mp4 9MB
  77. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/005 Anomaly detection with TensorFlow Data Validation.mp4 9MB
  78. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/001 Project Setup.mp4 9MB
  79. ~Get Your Files Here !/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/004 Preprocessing function.mp4 9MB
  80. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/006 Adding a custom head to the pre-trained model.mp4 9MB
  81. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/006 Preparing Schema for production.mp4 9MB
  82. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/003 Loading a pre-trained model.mp4 8MB
  83. ~Get Your Files Here !/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/001 Project Setup.mp4 8MB
  84. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/002 TensorFlow Serving architecture.mp4 8MB
  85. ~Get Your Files Here !/14 - Distributed Training with TensorFlow 2.0/002 Project Setup.mp4 8MB
  86. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/010 Transfer Learning.mp4 8MB
  87. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/006 Starting the Flask application.mp4 7MB
  88. ~Get Your Files Here !/17 - Annex 3 - Recurrent Neural Networks Theory/006 LSTM Variations.mp4 7MB
  89. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/005 AI Trader - Step 4.mp4 7MB
  90. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/001 Plan of Attack.mp4 6MB
  91. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/004 AI Trader - Step 3.mp4 6MB
  92. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/004 Building a model.mp4 6MB
  93. ~Get Your Files Here !/14 - Distributed Training with TensorFlow 2.0/004 Defining a non-distributed model (normal CNN model).mp4 6MB
  94. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/001 What is the TensorFlow Lite.mp4 6MB
  95. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/010 Defining the model.mp4 6MB
  96. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/005 Training, evaluating the model.mp4 5MB
  97. ~Get Your Files Here !/14 - Distributed Training with TensorFlow 2.0/001 What is the Distributed Training.mp4 5MB
  98. ~Get Your Files Here !/14 - Distributed Training with TensorFlow 2.0/006 Defining a distributed model.mp4 5MB
  99. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/003 AI Trader - Step 2.mp4 5MB
  100. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/008 Compiling the Transfer Learning model.mp4 5MB
  101. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/002 Importing project dependencies.mp4 5MB
  102. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/001 Plan of Attack.mp4 5MB
  103. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/004 Defining the Flask application.mp4 4MB
  104. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/014 Fine Tuning.mp4 4MB
  105. ~Get Your Files Here !/17 - Annex 3 - Recurrent Neural Networks Theory/001 Plan of Attack.mp4 4MB
  106. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/010 Sending the POST request to a specific model.mp4 4MB
  107. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/007 Saving the Schema.mp4 4MB
  108. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/006 Saving the model.mp4 4MB
  109. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/002 Project setup.mp4 4MB
  110. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/011 Evaluating Transfer Learning results.mp4 4MB
  111. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/015 Evaluating Fine Tuning results.mp4 4MB
  112. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/009 Saving the converted model.mp4 4MB
  113. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/009 Loading the dataset.mp4 3MB
  114. ~Get Your Files Here !/14 - Distributed Training with TensorFlow 2.0/005 Setting up a distributed strategy.mp4 3MB
  115. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/006 Step 3 - Flattening.mp4 3MB
  116. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/007 TensorFlow Lite Converter.mp4 3MB
  117. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/005 Freezing the pre-trained model.mp4 3MB
  118. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/013 Compiling the Fine Tuning model.mp4 2MB
  119. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/008 Converting the model to a TensorFlow Lite model.mp4 2MB
  120. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/004 Computing test set statistics.mp4 1MB
  121. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/fashion_model_flask.h5 411KB
  122. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/18573084-pollution-small.csv 73KB
  123. ~Get Your Files Here !/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/18573088-pollution-small.csv 73KB
  124. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/002 The Bellman Equation_en.vtt 28KB
  125. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/007 Step 4 - Full Connection_en.vtt 27KB
  126. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/005 Temporal Difference_en.vtt 26KB
  127. ~Get Your Files Here !/17 - Annex 3 - Recurrent Neural Networks Theory/004 LSTMs_en.vtt 26KB
  128. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/003 Markov Decision Process (MDP)_en.vtt 24KB
  129. ~Get Your Files Here !/01 - Introduction/001 Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit_en.vtt 24KB
  130. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/002 The Neuron_en.vtt 23KB
  131. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/009 Softmax & Cross-Entropy_en.vtt 23KB
  132. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/009 Action Selection Policies_en.vtt 23KB
  133. ~Get Your Files Here !/17 - Annex 3 - Recurrent Neural Networks Theory/002 What are Recurrent Neural Networks_en.vtt 22KB
  134. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/008 Experience Replay_en.vtt 22KB
  135. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/003 Step 1 - Convolution_en.vtt 22KB
  136. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/002 What are Convolutional Neural Networks_en.vtt 21KB
  137. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/006 Deep Q-Learning Intuition - Step 1_en.vtt 20KB
  138. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/004 Q-Learning Intuition_en.vtt 20KB
  139. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/005 Step 2 - Max Pooling_en.vtt 20KB
  140. ~Get Your Files Here !/17 - Annex 3 - Recurrent Neural Networks Theory/003 Vanishing Gradient_en.vtt 19KB
  141. ~Get Your Files Here !/17 - Annex 3 - Recurrent Neural Networks Theory/005 LSTM Practical Intuition_en.vtt 19KB
  142. ~Get Your Files Here !/04 - Convolutional Neural Networks/002 Building the Convolutional Neural Network_en.vtt 18KB
  143. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/004 How do Neural Networks Work_en.vtt 18KB
  144. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/005 How do Neural Networks Learn_en.vtt 17KB
  145. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/001 What is Reinforcement Learning_en.vtt 17KB
  146. ~Get Your Files Here !/02 - TensorFlow 2.0 Basics/001 From TensorFlow 1.x to TensorFlow 2.0_en.vtt 15KB
  147. ~Get Your Files Here !/03 - Artificial Neural Networks/003 Building the Artificial Neural Network_en.vtt 14KB
  148. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/006 Gradient Descent_en.vtt 13KB
  149. ~Get Your Files Here !/02 - TensorFlow 2.0 Basics/002 Constants, Variables, Tensors_en.vtt 12KB
  150. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/007 Stochastic Gradient Descent_en.vtt 11KB
  151. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/003 The Activation Function_en.vtt 11KB
  152. ~Get Your Files Here !/04 - Convolutional Neural Networks/003 Training and Evaluating the Convolutional Neural Network_en.vtt 10KB
  153. ~Get Your Files Here !/04 - Convolutional Neural Networks/001 Project Setup & Data Preprocessing_en.vtt 10KB
  154. ~Get Your Files Here !/05 - Recurrent Neural Networks/003 Training and Evaluating the Recurrent Neural Network_en.vtt 10KB
  155. ~Get Your Files Here !/03 - Artificial Neural Networks/004 Training the Artificial Neural Network_en.vtt 10KB
  156. ~Get Your Files Here !/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/005 Dataset preprocessing pipeline_en.vtt 9KB
  157. ~Get Your Files Here !/03 - Artificial Neural Networks/002 Data Preprocessing_en.vtt 9KB
  158. ~Get Your Files Here !/05 - Recurrent Neural Networks/001 Project Setup & Data Preprocessing_en.vtt 9KB
  159. ~Get Your Files Here !/07 - Deep Reinforcement Learning Theory/007 Deep Q-Learning Intuition - Step 2_en.vtt 9KB
  160. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/008 State creator function_en.vtt 9KB
  161. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/004 Step 1 Bis - ReLU Layer_en.vtt 9KB
  162. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/012 Training loop - Step 2_en.vtt 8KB
  163. ~Get Your Files Here !/05 - Recurrent Neural Networks/002 Building the Recurrent Neural Network_en.vtt 8KB
  164. ~Get Your Files Here !/02 - TensorFlow 2.0 Basics/003 Operations with Tensors_en.vtt 8KB
  165. ~Get Your Files Here !/02 - TensorFlow 2.0 Basics/004 Strings_en.vtt 8KB
  166. ~Get Your Files Here !/03 - Artificial Neural Networks/001 Project Setup_en.vtt 8KB
  167. ~Get Your Files Here !/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/002 Initial dataset preprocessing_en.vtt 7KB
  168. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/007 Dataset Loader function_en.vtt 7KB
  169. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/001 What is the TensorFlow Serving_en.vtt 7KB
  170. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/002 AI Trader - Step 1_en.vtt 7KB
  171. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/001 Project Setup_en.vtt 7KB
  172. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/008 Backpropagation_en.vtt 6KB
  173. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/011 Training loop - Step 1_en.vtt 6KB
  174. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/009 Sending the first POST request to the model_en.vtt 6KB
  175. ~Get Your Files Here !/03 - Artificial Neural Networks/005 Evaluating the Artificial Neural Network_en.vtt 6KB
  176. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/003 Creating dataset Schema_en.vtt 6KB
  177. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/006 AI Trader - Step 5_en.vtt 6KB
  178. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/003 Dataset preprocessing_en.vtt 6KB
  179. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/008 Summary_en.vtt 6KB
  180. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/009 Image Data Generators_en.vtt 6KB
  181. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/001 What is Transfer Learning_en.vtt 5KB
  182. ~Get Your Files Here !/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/004 Preprocessing function_en.vtt 5KB
  183. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/005 Creating classify function_en.vtt 5KB
  184. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/006 Saving the model for production_en.vtt 5KB
  185. ~Get Your Files Here !/14 - Distributed Training with TensorFlow 2.0/003 Dataset preprocessing_en.vtt 5KB
  186. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/001 Plan of Attack_en.vtt 5KB
  187. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/005 Anomaly detection with TensorFlow Data Validation_en.vtt 5KB
  188. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/002 Loading the pollution dataset_en.vtt 5KB
  189. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/004 Dataset preprocessing_en.vtt 5KB
  190. ~Get Your Files Here !/17 - Annex 3 - Recurrent Neural Networks Theory/006 LSTM Variations_en.vtt 5KB
  191. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/001 What is the TensorFlow Lite_en.vtt 5KB
  192. ~Get Your Files Here !/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/003 Dataset metadata_en.vtt 4KB
  193. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/007 Serving the TensorFlow 2.0 Model_en.vtt 4KB
  194. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/002 TensorFlow Serving architecture_en.vtt 4KB
  195. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/003 Project setup_en.vtt 4KB
  196. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/012 Fine Tuning model definition_en.vtt 4KB
  197. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/001 Project Setup_en.vtt 4KB
  198. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/006 Preparing Schema for production_en.vtt 4KB
  199. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/003 Dataset preprocessing_en.vtt 4KB
  200. ~Get Your Files Here !/14 - Distributed Training with TensorFlow 2.0/001 What is the Distributed Training_en.vtt 4KB
  201. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/007 Sending API requests over internet to the model_en.vtt 4KB
  202. ~Get Your Files Here !/14 - Distributed Training with TensorFlow 2.0/007 Final evaluation - Speed test normal model vs distributed model_en.vtt 4KB
  203. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/002 Project Setup_en.vtt 4KB
  204. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/006 Adding a custom head to the pre-trained model_en.vtt 4KB
  205. ~Get Your Files Here !/15 - Annex 1 - Artificial Neural Networks Theory/001 Plan of Attack_en.vtt 4KB
  206. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/003 Loading a pre-trained model_en.vtt 4KB
  207. ~Get Your Files Here !/14 - Distributed Training with TensorFlow 2.0/004 Defining a non-distributed model (normal CNN model)_en.vtt 3KB
  208. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/004 Loading the MobileNet V2 model_en.vtt 3KB
  209. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/005 Defining, training and evaluating a model_en.vtt 3KB
  210. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/005 AI Trader - Step 4_en.vtt 3KB
  211. ~Get Your Files Here !/17 - Annex 3 - Recurrent Neural Networks Theory/001 Plan of Attack_en.vtt 3KB
  212. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/008 Compiling the Transfer Learning model_en.vtt 3KB
  213. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/008 Creating a JSON object_en.vtt 3KB
  214. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/004 Building a model_en.vtt 3KB
  215. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/010 Defining the model_en.vtt 3KB
  216. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/010 Transfer Learning_en.vtt 3KB
  217. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/004 AI Trader - Step 3_en.vtt 3KB
  218. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/001 Project Setup_en.vtt 3KB
  219. ~Get Your Files Here !/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/001 Project Setup_en.vtt 2KB
  220. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/006 Starting the Flask application_en.vtt 2KB
  221. ~Get Your Files Here !/16 - Annex 2 - Convolutional Neural Networks Theory/006 Step 3 - Flattening_en.vtt 2KB
  222. ~Get Your Files Here !/08 - Deep Reinforcement Learning for Stock Market trading/003 AI Trader - Step 2_en.vtt 2KB
  223. ~Get Your Files Here !/06 - Transfer Learning and Fine Tuning/014 Fine Tuning_en.vtt 2KB
  224. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/002 Project setup_en.vtt 2KB
  225. ~Get Your Files Here !/18 - Bonus Lectures/003 FREE LEARNING RESOURCES FOR YOU.html 2KB
  226. ~Get Your Files Here !/12 - Image Classification API with TensorFlow Serving/010 Sending the POST request to a specific model_en.vtt 2KB
  227. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/002 Importing project dependencies_en.vtt 2KB
  228. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/005 Training, evaluating the model_en.vtt 2KB
  229. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/010 What's next.html 2KB
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  233. ~Get Your Files Here !/09 - Data Validation with TensorFlow Data Validation (TFDV)/008 What's next.html 2KB
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  240. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/007 TensorFlow Lite Converter_en.vtt 2KB
  241. ~Get Your Files Here !/11 - Fashion API with Flask and TensorFlow 2.0/004 Defining the Flask application_en.vtt 2KB
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  246. ~Get Your Files Here !/13 - TensorFlow Lite Prepare a model for a mobile device/008 Converting the model to a TensorFlow Lite model_en.vtt 1KB
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  252. ~Get Your Files Here !/18 - Bonus Lectures/001 SPECIAL COVID-19 BONUS.html 722B
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  256. ~Get Your Files Here !/03 - Artificial Neural Networks/006 HOMEWORK Artificial Neural Networks.html 493B
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  271. ~Get Your Files Here !/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/external-assets-links.txt 95B