Create Tool:
Create Time:1970-01-01 08:00:00
File Size:334.48 MB
File Count:99
File Hash:3754c7118fe67a38be36a8775444ccba32cdd1c2
| exercise.7z | 8.32 MB |
| playlist.m3u | 3.01 KB |
| ~i.txt | 1.82 KB |
| 1. Course Overview/1. Course Overview.mp4 | 3.65 MB |
| 1. Course Overview/1. Course Overview.vtt | 2.20 KB |
| 2. Introducing Keras/1. Introduction.mp4 | 2.02 MB |
| 2. Introducing Keras/1. Introduction.vtt | 1.40 KB |
| 2. Introducing Keras/2. What Is Keras.mp4 | 3.50 MB |
| 2. Introducing Keras/2. What Is Keras.vtt | 4.07 KB |
| 2. Introducing Keras/3. Neural Networks.mp4 | 8.06 MB |
| 2. Introducing Keras/3. Neural Networks.vtt | 5.28 KB |
| 2. Introducing Keras/4. Skills.mp4 | 4.35 MB |
| 2. Introducing Keras/4. Skills.vtt | 4.59 KB |
| 2. Introducing Keras/5. Course Structure.mp4 | 2.73 MB |
| 2. Introducing Keras/5. Course Structure.vtt | 2.82 KB |
| 3. Creating Your First Neural Network with Keras/1. Introduction to Installation.mp4 | 4.69 MB |
| 3. Creating Your First Neural Network with Keras/1. Introduction to Installation.vtt | 3.69 KB |
| 3. Creating Your First Neural Network with Keras/2. Installing TensorFlow.mp4 | 20.97 MB |
| 3. Creating Your First Neural Network with Keras/2. Installing TensorFlow.vtt | 6.42 KB |
| 3. Creating Your First Neural Network with Keras/3. Installing Keras.mp4 | 7.09 MB |
| 3. Creating Your First Neural Network with Keras/3. Installing Keras.vtt | 2.98 KB |
| 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/4. Creating Your First Keras Neural Network.vtt | 9.49 KB |
| 3. Creating Your First Neural Network with Keras/5. Changing the Backend.mp4 | 4.38 MB |
| 3. Creating Your First Neural Network with Keras/5. Changing the Backend.vtt | 2.94 KB |
| 4. Constructing Models in Keras/1. Introduction to Models.mp4 | 2.13 MB |
| 4. Constructing Models in Keras/1. Introduction to Models.vtt | 2.20 KB |
| 4. Constructing Models in Keras/2. Coding Complex Data.mp4 | 9.60 MB |
| 4. Constructing Models in Keras/2. Coding Complex Data.vtt | 3.15 KB |
| 4. Constructing Models in Keras/3. Estimating Layers and Neurons.mp4 | 9.11 MB |
| 4. Constructing Models in Keras/3. Estimating Layers and Neurons.vtt | 3.76 KB |
| 4. Constructing Models in Keras/4. Model Features.mp4 | 19.91 MB |
| 4. Constructing Models in Keras/4. Model Features.vtt | 10.14 KB |
| 4. Constructing Models in Keras/5. Converting to the Functional API.mp4 | 15.80 MB |
| 4. Constructing Models in Keras/5. Converting to the Functional API.vtt | 6.06 KB |
| 4. Constructing Models in Keras/6. Summary.mp4 | 1.86 MB |
| 4. Constructing Models in Keras/6. Summary.vtt | 2.43 KB |
| 5. Employing Layers in Keras Models/1. Introduction to Models.mp4 | 2.20 MB |
| 5. Employing Layers in Keras Models/1. Introduction to Models.vtt | 2.09 KB |
| 5. Employing Layers in Keras Models/2. Layer Groups.mp4 | 1.37 MB |
| 5. Employing Layers in Keras Models/2. Layer Groups.vtt | 2.07 KB |
| 5. Employing Layers in Keras Models/3. Common Layers.mp4 | 3.90 MB |
| 5. Employing Layers in Keras Models/3. Common Layers.vtt | 2.53 KB |
| 5. Employing Layers in Keras Models/4. Shaping Layers.mp4 | 3.07 MB |
| 5. Employing Layers in Keras Models/4. Shaping Layers.vtt | 2.63 KB |
| 5. Employing Layers in Keras Models/5. Merging Layers.mp4 | 5.46 MB |
| 5. Employing Layers in Keras Models/5. Merging Layers.vtt | 5.24 KB |
| 5. Employing Layers in Keras Models/6. Extension Layers.mp4 | 7.51 MB |
| 5. Employing Layers in Keras Models/6. Extension Layers.vtt | 6.86 KB |
| 5. Employing Layers in Keras Models/7. Summary.mp4 | 1.18 MB |
| 5. Employing Layers in Keras Models/7. Summary.vtt | 1.22 KB |
| 6. Building Convolutional NN with Keras/01. Introduction to CNNs.mp4 | 1.85 MB |
| 6. Building Convolutional NN with Keras/01. Introduction to CNNs.vtt | 1.42 KB |
| 6. Building Convolutional NN with Keras/02. Why Do CNNs Exists.mp4 | 7.45 MB |
| 6. Building Convolutional NN with Keras/02. Why Do CNNs Exists.vtt | 5.01 KB |
| 6. Building Convolutional NN with Keras/03. How Do CNNs Work.mp4 | 2.94 MB |
| 6. Building Convolutional NN with Keras/03. How Do CNNs Work.vtt | 2.38 KB |
| 6. Building Convolutional NN with Keras/04. Convolution Layer.mp4 | 6.18 MB |
| 6. Building Convolutional NN with Keras/04. Convolution Layer.vtt | 6.34 KB |
| 6. Building Convolutional NN with Keras/05. Convolution Layer Hyperparameters.mp4 | 5.23 MB |
| 6. Building Convolutional NN with Keras/05. Convolution Layer Hyperparameters.vtt | 5.96 KB |
| 6. Building Convolutional NN with Keras/06. Non-linear Activation.mp4 | 2.17 MB |
| 6. Building Convolutional NN with Keras/06. Non-linear Activation.vtt | 2.33 KB |
| 6. Building Convolutional NN with Keras/07. Pool Layer.mp4 | 7.17 MB |
| 6. Building Convolutional NN with Keras/07. Pool Layer.vtt | 6.60 KB |
| 6. Building Convolutional NN with Keras/08. Implementing CNNs in Keras.mp4 | 6.19 MB |
| 6. Building Convolutional NN with Keras/08. Implementing CNNs in Keras.vtt | 3.91 KB |
| 6. Building Convolutional NN with Keras/09. Coding Fashion MNIST.mp4 | 26.05 MB |
| 6. Building Convolutional NN with Keras/09. Coding Fashion MNIST.vtt | 10.67 KB |
| 6. Building Convolutional NN with Keras/10. Transfer Learning Principles.mp4 | 4.99 MB |
| 6. Building Convolutional NN with Keras/10. Transfer Learning Principles.vtt | 5.06 KB |
| 6. Building Convolutional NN with Keras/11. Transfer Learning Implementation.mp4 | 32.12 MB |
| 6. Building Convolutional NN with Keras/11. Transfer Learning Implementation.vtt | 15.35 KB |
| 6. Building Convolutional NN with Keras/12. Conclusion.mp4 | 3.97 MB |
| 6. Building Convolutional NN with Keras/12. Conclusion.vtt | 4.68 KB |
| 7. Implementing Recurrent Neural Nets with Keras/1. Introduction to RNNs.mp4 | 2.31 MB |
| 7. Implementing Recurrent Neural Nets with Keras/1. Introduction to RNNs.vtt | 2.17 KB |
| 7. Implementing Recurrent Neural Nets with Keras/2. RNN Implementation.mp4 | 5.45 MB |
| 7. Implementing Recurrent Neural Nets with Keras/2. RNN Implementation.vtt | 5.25 KB |
| 7. Implementing Recurrent Neural Nets with Keras/3. Simple RNN Issues.mp4 | 2.59 MB |
| 7. Implementing Recurrent Neural Nets with Keras/3. Simple RNN Issues.vtt | 2.77 KB |
| 7. Implementing Recurrent Neural Nets with Keras/4. LSTM and GRU.mp4 | 2.66 MB |
| 7. Implementing Recurrent Neural Nets with Keras/4. LSTM and GRU.vtt | 3.90 KB |
| 7. Implementing Recurrent Neural Nets with Keras/5. Keras RNN Layers.mp4 | 1.53 MB |
| 7. Implementing Recurrent Neural Nets with Keras/5. Keras RNN Layers.vtt | 1.14 KB |
| 7. Implementing Recurrent Neural Nets with Keras/6. Coding Sentiment Analysis.mp4 | 15.07 MB |
| 7. Implementing Recurrent Neural Nets with Keras/6. Coding Sentiment Analysis.vtt | 9.02 KB |
| 7. Implementing Recurrent Neural Nets with Keras/7. Summary.mp4 | 1.83 MB |
| 7. Implementing Recurrent Neural Nets with Keras/7. Summary.vtt | 1.98 KB |
| 8. Using Specialty Layers and Functions/1. Introduction.mp4 | 2.49 MB |
| 8. Using Specialty Layers and Functions/1. Introduction.vtt | 3.51 KB |
| 8. Using Specialty Layers and Functions/2. Keras Datasets.mp4 | 2.03 MB |
| 8. Using Specialty Layers and Functions/2. Keras Datasets.vtt | 2.80 KB |
| 8. Using Specialty Layers and Functions/3. Keras Pre-trained Models.mp4 | 2.98 MB |
| 8. Using Specialty Layers and Functions/3. Keras Pre-trained Models.vtt | 1.91 KB |
| 8. Using Specialty Layers and Functions/4. Functional API Second Look.mp4 | 8.56 MB |
| 8. Using Specialty Layers and Functions/4. Functional API Second Look.vtt | 5.66 KB |
| 9. Last Words/1. Last Words.mp4 | 7.20 MB |
| 9. Last Words/1. Last Words.vtt | 5.50 KB |
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