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种子名称： Deep Learning with Keras (Jerry Kurata, 2018)
文件类型： 视频
文件数目： 48个文件
文件大小： 325.95 MB
收录时间： 2022-5-15 16:01
已经下载： 3次
资源热度： 207
最近下载： 2024-12-25 12:55

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Deep Learning with Keras (Jerry Kurata, 2018).torrent

1. Course Overview/1. Course Overview.mp43.65MB

2. Introducing Keras/1. Introduction.mp42.02MB

2. Introducing Keras/2. What Is Keras.mp43.5MB

2. Introducing Keras/3. Neural Networks.mp48.06MB

2. Introducing Keras/4. Skills.mp44.35MB

2. Introducing Keras/5. Course Structure.mp42.73MB

3. Creating Your First Neural Network with Keras/1. Introduction to Installation.mp44.69MB

3. Creating Your First Neural Network with Keras/2. Installing TensorFlow.mp420.97MB

3. Creating Your First Neural Network with Keras/3. Installing Keras.mp47.09MB

3. Creating Your First Neural Network with Keras/4. Creating Your First Keras Neural Network.mp420.37MB

3. Creating Your First Neural Network with Keras/5. Changing the Backend.mp44.38MB

4. Constructing Models in Keras/1. Introduction to Models.mp42.13MB

4. Constructing Models in Keras/2. Coding Complex Data.mp49.6MB

4. Constructing Models in Keras/3. Estimating Layers and Neurons.mp49.11MB

4. Constructing Models in Keras/4. Model Features.mp419.91MB

4. Constructing Models in Keras/5. Converting to the Functional API.mp415.8MB

4. Constructing Models in Keras/6. Summary.mp41.86MB

5. Employing Layers in Keras Models/1. Introduction to Models.mp42.2MB

5. Employing Layers in Keras Models/2. Layer Groups.mp41.37MB

5. Employing Layers in Keras Models/3. Common Layers.mp43.9MB

5. Employing Layers in Keras Models/4. Shaping Layers.mp43.07MB

5. Employing Layers in Keras Models/5. Merging Layers.mp45.46MB

5. Employing Layers in Keras Models/6. Extension Layers.mp47.51MB

5. Employing Layers in Keras Models/7. Summary.mp41.18MB

6. Building Convolutional NN with Keras/01. Introduction to CNNs.mp41.85MB

6. Building Convolutional NN with Keras/02. Why Do CNNs Exists.mp47.45MB

6. Building Convolutional NN with Keras/03. How Do CNNs Work.mp42.94MB

6. Building Convolutional NN with Keras/04. Convolution Layer.mp46.18MB

6. Building Convolutional NN with Keras/05. Convolution Layer Hyperparameters.mp45.23MB

6. Building Convolutional NN with Keras/06. Non-linear Activation.mp42.17MB

6. Building Convolutional NN with Keras/07. Pool Layer.mp47.17MB

6. Building Convolutional NN with Keras/08. Implementing CNNs in Keras.mp46.19MB

6. Building Convolutional NN with Keras/09. Coding Fashion MNIST.mp426.05MB

6. Building Convolutional NN with Keras/10. Transfer Learning Principles.mp44.99MB

6. Building Convolutional NN with Keras/11. Transfer Learning Implementation.mp432.12MB

6. Building Convolutional NN with Keras/12. Conclusion.mp43.97MB

7. Implementing Recurrent Neural Nets with Keras/1. Introduction to RNNs.mp42.31MB

7. Implementing Recurrent Neural Nets with Keras/2. RNN Implementation.mp45.45MB

7. Implementing Recurrent Neural Nets with Keras/3. Simple RNN Issues.mp42.59MB

7. Implementing Recurrent Neural Nets with Keras/4. LSTM and GRU.mp42.66MB

7. Implementing Recurrent Neural Nets with Keras/5. Keras RNN Layers.mp41.53MB

7. Implementing Recurrent Neural Nets with Keras/6. Coding Sentiment Analysis.mp415.07MB

7. Implementing Recurrent Neural Nets with Keras/7. Summary.mp41.83MB

8. Using Specialty Layers and Functions/1. Introduction.mp42.49MB

8. Using Specialty Layers and Functions/2. Keras Datasets.mp42.03MB

8. Using Specialty Layers and Functions/3. Keras Pre-trained Models.mp42.98MB

8. Using Specialty Layers and Functions/4. Functional API Second Look.mp48.56MB

9. Last Words/1. Last Words.mp47.2MB