Deep Learning with Keras (Jerry Kurata, 2018)
| 文件类型 | 收录时间 | 最后活跃 | 资源热度 | 文件大小 | 文件数量 |
|---|---|---|---|---|---|
| 视频 | 2022-5-15 16:01 | 2024-12-15 10:40 | 206 | 325.95 MB | 48 |
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文件列表
- 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
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