Filename Size 1. Introduction/1. Updates on Udemy Reviews.mp4 22 MB 1. Introduction/1. Updates on Udemy Reviews.srt 3.5 KB 1. Introduction/1. Updates on Udemy Reviews.vtt 3 KB 1. Introduction/2. Introduction + Course Structure + Demo.mp4 195.3 MB 1. Introduction/2. Introduction + Course Structure + Demo.srt 21.9 KB 1. Introduction/2. Introduction + Course Structure + Demo.vtt 19.2 KB 1. Introduction/3. BONUS Learning Paths.html 2.4 KB 1. Introduction/4. Your Three Best Resources.mp4 134.5 MB 1. Introduction/4. Your Three Best Resources.srt 13.3 KB 1. Introduction/4. Your Three Best Resources.vtt 11.8 KB 1. Introduction/5. Download the Resources here.html 790 B 1. Introduction/6. Meet your instructors!.html 723 B 12. The Final Run/1. The Whole Implementation.mp4 273.7 MB 2. Step 1 - Artificial Neural Network/1. Welcome to Step 1 - Artificial Neural Network.html 605 B 2. Step 1 - Artificial Neural Network/2. Plan of Attack.mp4 15.8 MB 2. Step 1 - Artificial Neural Network/2. Plan of Attack.srt 3.9 KB 2. Step 1 - Artificial Neural Network/2. Plan of Attack.vtt 3.5 KB 2. Step 1 - Artificial Neural Network/3. The Neuron.mp4 98.8 MB 2. Step 1 - Artificial Neural Network/3. The Neuron.srt 24.7 KB 2. Step 1 - Artificial Neural Network/3. The Neuron.vtt 21.6 KB 2. Step 1 - Artificial Neural Network/4. The Activation Function.mp4 45.4 MB 2. Step 1 - Artificial Neural Network/4. The Activation Function.srt 11.8 KB 2. Step 1 - Artificial Neural Network/4. The Activation Function.vtt 10.4 KB 2. Step 1 - Artificial Neural Network/5. How do Neural Networks work.mp4 81.9 MB 2. Step 1 - Artificial Neural Network/5. How do Neural Networks work.srt 19.1 KB 2. Step 1 - Artificial Neural Network/5. How do Neural Networks work.vtt 16.8 KB 2. Step 1 - Artificial Neural Network/6. How do Neural Networks learn.mp4 112.1 MB 2. Step 1 - Artificial Neural Network/6. How do Neural Networks learn.srt 19 KB 2. Step 1 - Artificial Neural Network/6. How do Neural Networks learn.vtt 16.5 KB 2. Step 1 - Artificial Neural Network/7. Gradient Descent.mp4 60.6 MB 2. Step 1 - Artificial Neural Network/7. Gradient Descent.srt 14.2 KB 2. Step 1 - Artificial Neural Network/7. Gradient Descent.vtt 12.3 KB 2. Step 1 - Artificial Neural Network/8. Stochastic Gradient Descent.mp4 67.3 MB 2. Step 1 - Artificial Neural Network/8. Stochastic Gradient Descent.srt 12.2 KB 2. Step 1 - Artificial Neural Network/8. Stochastic Gradient Descent.vtt 10.8 KB 2. Step 1 - Artificial Neural Network/9. Backpropagation.mp4 43.1 MB 2. Step 1 - Artificial Neural Network/9. Backpropagation.srt 7.3 KB 2. Step 1 - Artificial Neural Network/9. Backpropagation.vtt 6.4 KB 3. Step 2 - Convolutional Neural Network/1. Welcome to Step 2 - Convolutional Neural Network.html 430 B 3. Step 2 - Convolutional Neural Network/10. Softmax & Cross-Entropy.mp4 118 MB 3. Step 2 - Convolutional Neural Network/10. Softmax & Cross-Entropy.srt 25.3 KB 3. Step 2 - Convolutional Neural Network/10. Softmax & Cross-Entropy.vtt 22.1 KB 3. Step 2 - Convolutional Neural Network/2. Plan of Attack.mp4 21.8 MB 3. Step 2 - Convolutional Neural Network/2. Plan of Attack.srt 5.3 KB 3. Step 2 - Convolutional Neural Network/2. Plan of Attack.vtt 4.7 KB 3. Step 2 - Convolutional Neural Network/3. What are Convolutional Neural Networks.mp4 108 MB 3. Step 2 - Convolutional Neural Network/3. What are Convolutional Neural Networks.srt 22.2 KB 3. Step 2 - Convolutional Neural Network/3. What are Convolutional Neural Networks.vtt 19.4 KB 3. Step 2 - Convolutional Neural Network/4. Step 1 - The Convolution Operation.mp4 97.9 MB 3. Step 2 - Convolutional Neural Network/4. Step 1 - The Convolution Operation.srt 23.3 KB 3. Step 2 - Convolutional Neural Network/4. Step 1 - The Convolution Operation.vtt 20.4 KB 3. Step 2 - Convolutional Neural Network/5. Step 1 Bis - The ReLU Layer.mp4 53.4 MB 3. Step 2 - Convolutional Neural Network/5. Step 1 Bis - The ReLU Layer.srt 9.3 KB 3. Step 2 - Convolutional Neural Network/5. Step 1 Bis - The ReLU Layer.vtt 8.2 KB 3. Step 2 - Convolutional Neural Network/6. Step 2 - Pooling.mp4 140.2 MB 3. Step 2 - Convolutional Neural Network/6. Step 2 - Pooling.srt 21 KB 3. Step 2 - Convolutional Neural Network/6. Step 2 - Pooling.vtt 18.4 KB 3. Step 2 - Convolutional Neural Network/7. Step 3 - Flattening.mp4 7.9 MB 3. Step 2 - Convolutional Neural Network/7. Step 3 - Flattening.srt 2.6 KB 3. Step 2 - Convolutional Neural Network/7. Step 3 - Flattening.vtt 2.3 KB 3. Step 2 - Convolutional Neural Network/8. Step 4 - Full Connection.mp4 194.3 MB 3. Step 2 - Convolutional Neural Network/8. Step 4 - Full Connection.srt 28.5 KB 3. Step 2 - Convolutional Neural Network/8. Step 4 - Full Connection.vtt 25 KB 3. Step 2 - Convolutional Neural Network/9. Summary.mp4 30.3 MB 3. Step 2 - Convolutional Neural Network/9. Summary.srt 6.1 KB 3. Step 2 - Convolutional Neural Network/9. Summary.vtt 5.4 KB 4. Step 3 - AutoEncoder/1. Welcome to Step 3 - AutoEncoder.html 418 B 4. Step 3 - AutoEncoder/10. Stacked AutoEncoders.mp4 16.4 MB 4. Step 3 - AutoEncoder/10. Stacked AutoEncoders.srt 2.4 KB 4. Step 3 - AutoEncoder/10. Stacked AutoEncoders.vtt 2.1 KB 4. Step 3 - AutoEncoder/11. Deep AutoEncoders.mp4 12 MB 4. Step 3 - AutoEncoder/11. Deep AutoEncoders.srt 2.7 KB 4. Step 3 - AutoEncoder/11. Deep AutoEncoders.vtt 2.4 KB 4. Step 3 - AutoEncoder/2. Plan of Attack.mp4 15.8 MB 4. Step 3 - AutoEncoder/2. Plan of Attack.srt 3.2 KB 4. Step 3 - AutoEncoder/2. Plan of Attack.vtt 2.9 KB 4. Step 3 - AutoEncoder/3. What are AutoEncoders.mp4 94.6 MB 4. Step 3 - AutoEncoder/3. What are AutoEncoders.srt 16.3 KB 4. Step 3 - AutoEncoder/3. What are AutoEncoders.vtt 14.3 KB 4. Step 3 - AutoEncoder/4. A Note on Biases.mp4 8.6 MB 4. Step 3 - AutoEncoder/4. A Note on Biases.srt 2.1 KB 4. Step 3 - AutoEncoder/4. A Note on Biases.vtt 1.8 KB 4. Step 3 - AutoEncoder/5. Training an AutoEncoder.mp4 50.3 MB 4. Step 3 - AutoEncoder/5. Training an AutoEncoder.srt 9.5 KB 4. Step 3 - AutoEncoder/5. Training an AutoEncoder.vtt 8.4 KB 4. Step 3 - AutoEncoder/6. Overcomplete Hidden Layers.mp4 28.1 MB 4. Step 3 - AutoEncoder/6. Overcomplete Hidden Layers.srt 5.7 KB 4. Step 3 - AutoEncoder/6. Overcomplete Hidden Layers.vtt 5 KB 4. Step 3 - AutoEncoder/7. Sparse AutoEncoders.mp4 57.5 MB 4. Step 3 - AutoEncoder/7. Sparse AutoEncoders.srt 8.8 KB 4. Step 3 - AutoEncoder/7. Sparse AutoEncoders.vtt 7.8 KB 4. Step 3 - AutoEncoder/8. Denoising AutoEncoders.mp4 24.1 MB 4. Step 3 - AutoEncoder/8. Denoising AutoEncoders.srt 3.6 KB 4. Step 3 - AutoEncoder/8. Denoising AutoEncoders.vtt 3.2 KB 4. Step 3 - AutoEncoder/9. Contractive AutoEncoders.mp4 20.5 MB 4. Step 3 - AutoEncoder/9. Contractive AutoEncoders.srt 3.6 KB 4. Step 3 - AutoEncoder/9. Contractive AutoEncoders.vtt 3.1 KB 5. Step 4 - Variational AutoEncoder/1. Welcome to Step 4 - Variational AutoEncoder.html 423 B