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Deep Learning with Keras (Jerry Kurata, 2018)
magnet:?xt=urn:btih:3754c7118fe67a38be36a8775444ccba32cdd1c2&dn=Deep Learning with Keras (Jerry Kurata, 2018)
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3754c7118fe67a38be36a8775444ccba32cdd1c2
infohash:
48
文件数量
325.95 MB
文件大小
2022-5-15 16:01
创建日期
2024-6-28 21:01
最后访问
相关分词
Deep
Learning
with
Keras
Jerry
Kurata
2018
1. Course Overview/1. Course Overview.mp4 3.65 MB
2. Introducing Keras/1. Introduction.mp4 2.02 MB
2. Introducing Keras/2. What Is Keras.mp4 3.5 MB
2. Introducing Keras/3. Neural Networks.mp4 8.06 MB
2. Introducing Keras/4. Skills.mp4 4.35 MB
2. Introducing Keras/5. Course Structure.mp4 2.73 MB
3. Creating Your First Neural Network with Keras/1. Introduction to Installation.mp4 4.69 MB
3. Creating Your First Neural Network with Keras/2. Installing TensorFlow.mp4 20.97 MB
3. Creating Your First Neural Network with Keras/3. Installing Keras.mp4 7.09 MB
3. Creating Your First Neural Network with Keras/4. Creating Your First Keras Neural Network.mp4 20.37 MB
3. Creating Your First Neural Network with Keras/5. Changing the Backend.mp4 4.38 MB
4. Constructing Models in Keras/1. Introduction to Models.mp4 2.13 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 9.11 MB
4. Constructing Models in Keras/4. Model Features.mp4 19.91 MB
4. Constructing Models in Keras/5. Converting to the Functional API.mp4 15.8 MB
4. Constructing Models in Keras/6. Summary.mp4 1.86 MB
5. Employing Layers in Keras Models/1. Introduction to Models.mp4 2.2 MB
5. Employing Layers in Keras Models/2. Layer Groups.mp4 1.37 MB
5. Employing Layers in Keras Models/3. Common Layers.mp4 3.9 MB
5. Employing Layers in Keras Models/4. Shaping Layers.mp4 3.07 MB
5. Employing Layers in Keras Models/5. Merging Layers.mp4 5.46 MB
5. Employing Layers in Keras Models/6. Extension Layers.mp4 7.51 MB
5. Employing Layers in Keras Models/7. Summary.mp4 1.18 MB
6. Building Convolutional NN with Keras/01. Introduction to CNNs.mp4 1.85 MB
6. Building Convolutional NN with Keras/02. Why Do CNNs Exists.mp4 7.45 MB
6. Building Convolutional NN with Keras/03. How Do CNNs Work.mp4 2.94 MB
6. Building Convolutional NN with Keras/04. Convolution Layer.mp4 6.18 MB
6. Building Convolutional NN with Keras/05. Convolution Layer Hyperparameters.mp4 5.23 MB
6. Building Convolutional NN with Keras/06. Non-linear Activation.mp4 2.17 MB
6. Building Convolutional NN with Keras/07. Pool Layer.mp4 7.17 MB
6. Building Convolutional NN with Keras/08. Implementing CNNs in Keras.mp4 6.19 MB
6. Building Convolutional NN with Keras/09. Coding Fashion MNIST.mp4 26.05 MB
6. Building Convolutional NN with Keras/10. Transfer Learning Principles.mp4 4.99 MB
6. Building Convolutional NN with Keras/11. Transfer Learning Implementation.mp4 32.12 MB
6. Building Convolutional NN with Keras/12. Conclusion.mp4 3.97 MB
7. Implementing Recurrent Neural Nets with Keras/1. Introduction to RNNs.mp4 2.31 MB
7. Implementing Recurrent Neural Nets with Keras/2. RNN Implementation.mp4 5.45 MB
7. Implementing Recurrent Neural Nets with Keras/3. Simple RNN Issues.mp4 2.59 MB
7. Implementing Recurrent Neural Nets with Keras/4. LSTM and GRU.mp4 2.66 MB
7. Implementing Recurrent Neural Nets with Keras/5. Keras RNN Layers.mp4 1.53 MB
7. Implementing Recurrent Neural Nets with Keras/6. Coding Sentiment Analysis.mp4 15.07 MB
7. Implementing Recurrent Neural Nets with Keras/7. Summary.mp4 1.83 MB
8. Using Specialty Layers and Functions/1. Introduction.mp4 2.49 MB
8. Using Specialty Layers and Functions/2. Keras Datasets.mp4 2.03 MB
8. Using Specialty Layers and Functions/3. Keras Pre-trained Models.mp4 2.98 MB
8. Using Specialty Layers and Functions/4. Functional API Second Look.mp4 8.56 MB
9. Last Words/1. Last Words.mp4 7.2 MB
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