Deep Learning with Keras Jerry Kurata 2018 | 3754C7118FE67A38BE36A8775444CCBA32CDD1C2

Deep Learning with Keras Jerry Kurata 2018

Name	Deep Learning with Keras (Jerry Kurata, 2018)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	350.7 MB
Total Files	99
Hash	3754C7118FE67A38BE36A8775444CCBA32CDD1C2

/
exercise.7z	8.7 MB
playlist.m3u	3.1 KB
~i.txt	1.9 KB
/1. Course Overview/
1. Course Overview.mp4	3.8 MB
1. Course Overview.vtt	2.3 KB
/2. Introducing Keras/
1. Introduction.mp4	2.1 MB
1. Introduction.vtt	1.4 KB
2. What Is Keras.mp4	3.7 MB
2. What Is Keras.vtt	4.2 KB
3. Neural Networks.mp4	8.5 MB
3. Neural Networks.vtt	5.4 KB
4. Skills.mp4	4.6 MB
4. Skills.vtt	4.7 KB
5. Course Structure.mp4	2.9 MB
5. Course Structure.vtt	2.9 KB
/3. Creating Your First Neural Network with Keras/
1. Introduction to Installation.mp4	4.9 MB
1. Introduction to Installation.vtt	3.8 KB
2. Installing TensorFlow.mp4	22.0 MB
2. Installing TensorFlow.vtt	6.6 KB
3. Installing Keras.mp4	7.4 MB
3. Installing Keras.vtt	3.1 KB
4. Creating Your First Keras Neural Network.mp4	21.4 MB
4. Creating Your First Keras Neural Network.vtt	9.7 KB
5. Changing the Backend.mp4	4.6 MB
5. Changing the Backend.vtt	3.0 KB
/4. Constructing Models in Keras/
1. Introduction to Models.mp4	2.2 MB
1. Introduction to Models.vtt	2.3 KB
2. Coding Complex Data.mp4	10.1 MB
2. Coding Complex Data.vtt	3.2 KB
3. Estimating Layers and Neurons.mp4	9.6 MB
3. Estimating Layers and Neurons.vtt	3.9 KB
4. Model Features.mp4	20.9 MB
4. Model Features.vtt	10.4 KB
5. Converting to the Functional API.mp4	16.6 MB
5. Converting to the Functional API.vtt	6.2 KB
6. Summary.mp4	2.0 MB
6. Summary.vtt	2.5 KB
/5. Employing Layers in Keras Models/
1. Introduction to Models.mp4	2.3 MB
1. Introduction to Models.vtt	2.1 KB
2. Layer Groups.mp4	1.4 MB
2. Layer Groups.vtt	2.1 KB
3. Common Layers.mp4	4.1 MB
3. Common Layers.vtt	2.6 KB
4. Shaping Layers.mp4	3.2 MB
4. Shaping Layers.vtt	2.7 KB
5. Merging Layers.mp4	5.7 MB
5. Merging Layers.vtt	5.4 KB
6. Extension Layers.mp4	7.9 MB
6. Extension Layers.vtt	7.0 KB
7. Summary.mp4	1.2 MB
7. Summary.vtt	1.3 KB
/6. Building Convolutional NN with Keras/
01. Introduction to CNNs.mp4	1.9 MB
01. Introduction to CNNs.vtt	1.5 KB
02. Why Do CNNs Exists.mp4	7.8 MB
02. Why Do CNNs Exists.vtt	5.1 KB
03. How Do CNNs Work.mp4	3.1 MB
03. How Do CNNs Work.vtt	2.4 KB
04. Convolution Layer.mp4	6.5 MB
04. Convolution Layer.vtt	6.5 KB
05. Convolution Layer Hyperparameters.mp4	5.5 MB
05. Convolution Layer Hyperparameters.vtt	6.1 KB
06. Non-linear Activation.mp4	2.3 MB
06. Non-linear Activation.vtt	2.4 KB
07. Pool Layer.mp4	7.5 MB
07. Pool Layer.vtt	6.8 KB
08. Implementing CNNs in Keras.mp4	6.5 MB
08. Implementing CNNs in Keras.vtt	4.0 KB
09. Coding Fashion MNIST.mp4	27.3 MB
09. Coding Fashion MNIST.vtt	10.9 KB
10. Transfer Learning Principles.mp4	5.2 MB
10. Transfer Learning Principles.vtt	5.2 KB
11. Transfer Learning Implementation.mp4	33.7 MB
11. Transfer Learning Implementation.vtt	15.7 KB
12. Conclusion.mp4	4.2 MB
12. Conclusion.vtt	4.8 KB
/7. Implementing Recurrent Neural Nets with Keras/
1. Introduction to RNNs.mp4	2.4 MB
1. Introduction to RNNs.vtt	2.2 KB
2. RNN Implementation.mp4	5.7 MB
2. RNN Implementation.vtt	5.4 KB
3. Simple RNN Issues.mp4	2.7 MB
3. Simple RNN Issues.vtt	2.8 KB
4. LSTM and GRU.mp4	2.8 MB
4. LSTM and GRU.vtt	4.0 KB
5. Keras RNN Layers.mp4	1.6 MB
5. Keras RNN Layers.vtt	1.2 KB
6. Coding Sentiment Analysis.mp4	15.8 MB
6. Coding Sentiment Analysis.vtt	9.2 KB
7. Summary.mp4	1.9 MB
7. Summary.vtt	2.0 KB
/8. Using Specialty Layers and Functions/
1. Introduction.mp4	2.6 MB
1. Introduction.vtt	3.6 KB
2. Keras Datasets.mp4	2.1 MB
2. Keras Datasets.vtt	2.9 KB
3. Keras Pre-trained Models.mp4	3.1 MB
3. Keras Pre-trained Models.vtt	2.0 KB
4. Functional API Second Look.mp4	9.0 MB
4. Functional API Second Look.vtt	5.8 KB
/9. Last Words/
1. Last Words.mp4	7.6 MB
1. Last Words.vtt	5.6 KB
Total files 99