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Deep Learning with Keras (Jerry Kurata, 2018)

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