Deep Learning with Keras (Jerry Kurata, 2018)

Creation Time	May 4, 2024, 1:26 p.m.
Last Access Time	Nov. 12, 2024, 5:58 a.m.
File Size	334.5 MB
Keywords	Keras Jerry Deep 2018 Learning Kurata with
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Total Files	99
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6. Building Convolutional NN with Keras/11. Transfer Learning Implementation.mp4 32.1 MB
6. Building Convolutional NN with Keras/09. Coding Fashion MNIST.mp4 26.1 MB
3. Creating Your First Neural Network with Keras/2. Installing TensorFlow.mp4 21.0 MB
3. Creating Your First Neural Network with Keras/4. Creating Your First Keras Neural Network.mp4 20.4 MB
4. Constructing Models in Keras/4. Model Features.mp4 19.9 MB
4. Constructing Models in Keras/5. Converting to the Functional API.mp4 15.8 MB
7. Implementing Recurrent Neural Nets with Keras/6. Coding Sentiment Analysis.mp4 15.1 MB
4. Constructing Models in Keras/2. Coding Complex Data.mp4 9.6 MB
4. Constructing Models in Keras/3. Estimating Layers and Neurons.mp4 9.1 MB
8. Using Specialty Layers and Functions/4. Functional API Second Look.mp4 8.6 MB
exercise.7z 8.3 MB
2. Introducing Keras/3. Neural Networks.mp4 8.1 MB
5. Employing Layers in Keras Models/6. Extension Layers.mp4 7.5 MB
6. Building Convolutional NN with Keras/02. Why Do CNNs Exists.mp4 7.5 MB
9. Last Words/1. Last Words.mp4 7.2 MB
6. Building Convolutional NN with Keras/07. Pool Layer.mp4 7.2 MB
3. Creating Your First Neural Network with Keras/3. Installing Keras.mp4 7.1 MB
6. Building Convolutional NN with Keras/08. Implementing CNNs in Keras.mp4 6.2 MB
6. Building Convolutional NN with Keras/04. Convolution Layer.mp4 6.2 MB
5. Employing Layers in Keras Models/5. Merging Layers.mp4 5.5 MB
7. Implementing Recurrent Neural Nets with Keras/2. RNN Implementation.mp4 5.4 MB
6. Building Convolutional NN with Keras/05. Convolution Layer Hyperparameters.mp4 5.2 MB
6. Building Convolutional NN with Keras/10. Transfer Learning Principles.mp4 5.0 MB
3. Creating Your First Neural Network with Keras/1. Introduction to Installation.mp4 4.7 MB
3. Creating Your First Neural Network with Keras/5. Changing the Backend.mp4 4.4 MB
2. Introducing Keras/4. Skills.mp4 4.3 MB
6. Building Convolutional NN with Keras/12. Conclusion.mp4 4.0 MB
5. Employing Layers in Keras Models/3. Common Layers.mp4 3.9 MB
1. Course Overview/1. Course Overview.mp4 3.7 MB
2. Introducing Keras/2. What Is Keras.mp4 3.5 MB
5. Employing Layers in Keras Models/4. Shaping Layers.mp4 3.1 MB
8. Using Specialty Layers and Functions/3. Keras Pre-trained Models.mp4 3.0 MB
6. Building Convolutional NN with Keras/03. How Do CNNs Work.mp4 2.9 MB
2. Introducing Keras/5. Course Structure.mp4 2.7 MB
7. Implementing Recurrent Neural Nets with Keras/4. LSTM and GRU.mp4 2.7 MB
7. Implementing Recurrent Neural Nets with Keras/3. Simple RNN Issues.mp4 2.6 MB
8. Using Specialty Layers and Functions/1. Introduction.mp4 2.5 MB
7. Implementing Recurrent Neural Nets with Keras/1. Introduction to RNNs.mp4 2.3 MB
5. Employing Layers in Keras Models/1. Introduction to Models.mp4 2.2 MB
6. Building Convolutional NN with Keras/06. Non-linear Activation.mp4 2.2 MB
4. Constructing Models in Keras/1. Introduction to Models.mp4 2.1 MB
8. Using Specialty Layers and Functions/2. Keras Datasets.mp4 2.0 MB
2. Introducing Keras/1. Introduction.mp4 2.0 MB
4. Constructing Models in Keras/6. Summary.mp4 1.9 MB
6. Building Convolutional NN with Keras/01. Introduction to CNNs.mp4 1.8 MB
7. Implementing Recurrent Neural Nets with Keras/7. Summary.mp4 1.8 MB
7. Implementing Recurrent Neural Nets with Keras/5. Keras RNN Layers.mp4 1.5 MB
5. Employing Layers in Keras Models/2. Layer Groups.mp4 1.4 MB
5. Employing Layers in Keras Models/7. Summary.mp4 1.2 MB
6. Building Convolutional NN with Keras/11. Transfer Learning Implementation.vtt 15.3 KB
6. Building Convolutional NN with Keras/09. Coding Fashion MNIST.vtt 10.7 KB
4. Constructing Models in Keras/4. Model Features.vtt 10.1 KB
3. Creating Your First Neural Network with Keras/4. Creating Your First Keras Neural Network.vtt 9.5 KB
7. Implementing Recurrent Neural Nets with Keras/6. Coding Sentiment Analysis.vtt 9.0 KB
5. Employing Layers in Keras Models/6. Extension Layers.vtt 6.9 KB
6. Building Convolutional NN with Keras/07. Pool Layer.vtt 6.6 KB
3. Creating Your First Neural Network with Keras/2. Installing TensorFlow.vtt 6.4 KB
6. Building Convolutional NN with Keras/04. Convolution Layer.vtt 6.3 KB
4. Constructing Models in Keras/5. Converting to the Functional API.vtt 6.1 KB
6. Building Convolutional NN with Keras/05. Convolution Layer Hyperparameters.vtt 6.0 KB
8. Using Specialty Layers and Functions/4. Functional API Second Look.vtt 5.7 KB
9. Last Words/1. Last Words.vtt 5.5 KB
2. Introducing Keras/3. Neural Networks.vtt 5.3 KB
7. Implementing Recurrent Neural Nets with Keras/2. RNN Implementation.vtt 5.2 KB
5. Employing Layers in Keras Models/5. Merging Layers.vtt 5.2 KB
6. Building Convolutional NN with Keras/10. Transfer Learning Principles.vtt 5.1 KB
6. Building Convolutional NN with Keras/02. Why Do CNNs Exists.vtt 5.0 KB
6. Building Convolutional NN with Keras/12. Conclusion.vtt 4.7 KB
2. Introducing Keras/4. Skills.vtt 4.6 KB
2. Introducing Keras/2. What Is Keras.vtt 4.1 KB
6. Building Convolutional NN with Keras/08. Implementing CNNs in Keras.vtt 3.9 KB
7. Implementing Recurrent Neural Nets with Keras/4. LSTM and GRU.vtt 3.9 KB
4. Constructing Models in Keras/3. Estimating Layers and Neurons.vtt 3.8 KB
3. Creating Your First Neural Network with Keras/1. Introduction to Installation.vtt 3.7 KB
8. Using Specialty Layers and Functions/1. Introduction.vtt 3.5 KB
4. Constructing Models in Keras/2. Coding Complex Data.vtt 3.1 KB
playlist.m3u 3.0 KB
3. Creating Your First Neural Network with Keras/3. Installing Keras.vtt 3.0 KB
3. Creating Your First Neural Network with Keras/5. Changing the Backend.vtt 2.9 KB
2. Introducing Keras/5. Course Structure.vtt 2.8 KB
8. Using Specialty Layers and Functions/2. Keras Datasets.vtt 2.8 KB
7. Implementing Recurrent Neural Nets with Keras/3. Simple RNN Issues.vtt 2.8 KB
5. Employing Layers in Keras Models/4. Shaping Layers.vtt 2.6 KB
5. Employing Layers in Keras Models/3. Common Layers.vtt 2.5 KB
4. Constructing Models in Keras/6. Summary.vtt 2.4 KB
6. Building Convolutional NN with Keras/03. How Do CNNs Work.vtt 2.4 KB
6. Building Convolutional NN with Keras/06. Non-linear Activation.vtt 2.3 KB
4. Constructing Models in Keras/1. Introduction to Models.vtt 2.2 KB
1. Course Overview/1. Course Overview.vtt 2.2 KB
7. Implementing Recurrent Neural Nets with Keras/1. Introduction to RNNs.vtt 2.2 KB
5. Employing Layers in Keras Models/1. Introduction to Models.vtt 2.1 KB
5. Employing Layers in Keras Models/2. Layer Groups.vtt 2.1 KB
7. Implementing Recurrent Neural Nets with Keras/7. Summary.vtt 2.0 KB
8. Using Specialty Layers and Functions/3. Keras Pre-trained Models.vtt 1.9 KB
~i.txt 1.8 KB
6. Building Convolutional NN with Keras/01. Introduction to CNNs.vtt 1.4 KB
2. Introducing Keras/1. Introduction.vtt 1.4 KB
5. Employing Layers in Keras Models/7. Summary.vtt 1.2 KB
7. Implementing Recurrent Neural Nets with Keras/5. Keras RNN Layers.vtt 1.1 KB

Deep Learning with Keras (Jerry Kurata, 2018)

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