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Neural Networks and Convolutional Neural Networks Essential Training\Exercise Files\Ex_Files_Neural_Networks_EssT.zip
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Neural Networks and Convolutional Neural Networks Essential Training\1.Introduction\03.Using the exercise files.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\1.Introduction\01.Welcome.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\1.Introduction\02.What you should know.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\1.Introduction\03.Using the exercise files.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\1.Introduction\02.What you should know.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\1.Introduction\01.Welcome.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\2.1. Introduction to Neural Networks\05.Gradient descent.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\2.1. Introduction to Neural Networks\04.Neurons and artificial neurons.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\2.1. Introduction to Neural Networks\07.Neural networks.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\2.1. Introduction to Neural Networks\05.Gradient descent.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\2.1. Introduction to Neural Networks\06.The XOR challenge and solution.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\2.1. Introduction to Neural Networks\06.The XOR challenge and solution.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\2.1. Introduction to Neural Networks\04.Neurons and artificial neurons.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\2.1. Introduction to Neural Networks\07.Neural networks.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\5.4. Convolutional Neural Networks\20.Convolutions.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\5.4. Convolutional Neural Networks\20.Convolutions.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\5.4. Convolutional Neural Networks\21.Zero padding and pooling.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\5.4. Convolutional Neural Networks\21.Zero padding and pooling.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\8.7. ImageNet\28.Working with VGG16.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\8.7. ImageNet\28.Working with VGG16.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\8.7. ImageNet\27.ImageNet challenge.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\8.7. ImageNet\27.ImageNet challenge.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\3.2. Components of Neural Networks\09.Backpropagation and hyperparameters.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\3.2. Components of Neural Networks\08.Activation functions.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\3.2. Components of Neural Networks\10.Neural network visualization.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\3.2. Components of Neural Networks\09.Backpropagation and hyperparameters.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\3.2. Components of Neural Networks\08.Activation functions.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\3.2. Components of Neural Networks\10.Neural network visualization.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\6.5. Convolutional Neural Networks in Keras\22.Preprocessing and loading of data.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\6.5. Convolutional Neural Networks in Keras\23.Creating and compiling the model.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\6.5. Convolutional Neural Networks in Keras\24.Training and evaluating the model.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\6.5. Convolutional Neural Networks in Keras\23.Creating and compiling the model.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\6.5. Convolutional Neural Networks in Keras\22.Preprocessing and loading of data.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\6.5. Convolutional Neural Networks in Keras\24.Training and evaluating the model.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\7.6. Enhancements to Convolutional Neural Networks (CNNs)\26.Image augmentation in Keras.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\7.6. Enhancements to Convolutional Neural Networks (CNNs)\26.Image augmentation in Keras.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\7.6. Enhancements to Convolutional Neural Networks (CNNs)\25.Enhancements to CNNs.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\7.6. Enhancements to Convolutional Neural Networks (CNNs)\25.Enhancements to CNNs.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\17.Compiling the neural network model.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\18.Training the neural network model.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\19.Accuracy and evaluation of the neural network model.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\16.Building the Keras model.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\15.Preprocessing the test data.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\14.Preprocessing the training data.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\19.Accuracy and evaluation of the neural network model.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\13.Introduction to MNIST.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\14.Preprocessing the training data.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\11.Understanding the components in Keras.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\12.Setting up a Microsoft account on Azure.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\15.Preprocessing the test data.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\16.Building the Keras model.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\17.Compiling the neural network model.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\13.Introduction to MNIST.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\11.Understanding the components in Keras.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\12.Setting up a Microsoft account on Azure.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\4.3. Neural Network Implementation in Keras\18.Training the neural network model.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\9.Conclusion\29.Next steps.mp4
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Neural Networks and Convolutional Neural Networks Essential Training\9.Conclusion\29.Next steps.en.srt |
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Neural Networks and Convolutional Neural Networks Essential Training\Exercise Files |
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Neural Networks and Convolutional Neural Networks Essential Training\1.Introduction |
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Neural Networks and Convolutional Neural Networks Essential Training\2.1. Introduction to Neural Networks |
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Neural Networks and Convolutional Neural Networks Essential Training\5.4. Convolutional Neural Networks |
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Neural Networks and Convolutional Neural Networks Essential Training\8.7. ImageNet |
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Neural Networks and Convolutional Neural Networks Essential Training\3.2. Components of Neural Networks |
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Neural Networks and Convolutional Neural Networks Essential Training\6.5. Convolutional Neural Networks in Keras |
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Neural Networks and Convolutional Neural Networks Essential Training\7.6. Enhancements to Convolutional Neural Networks (CNNs) |
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Neural Networks and Convolutional Neural Networks Essential Training\9.Conclusion |
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