Filename Size 1. Introduction/1. Updates on Udemy Reviews.mp4 46 MB 1. Introduction/1. Updates on Udemy Reviews.vtt 3.1 KB 1. Introduction/2. Introduction + Course Structure + Demo.mp4 156.8 MB 1. Introduction/2. Introduction + Course Structure + Demo.vtt 19.9 KB 1. Introduction/3. Your Three Best Resources.mp4 143.3 MB 1. Introduction/3. Your Three Best Resources.vtt 12.2 KB 1. Introduction/4. Download the Resources here.html 3 KB 1. Introduction/5. Meet your instructors!.html 723 B 10. Step 9 - Reinforcement Learning/1. Welcome to Step 9 - Reinforcement Learning.html 424 B 10. Step 9 - Reinforcement Learning/2. What is Reinforcement Learning.mp4 68.6 MB 10. Step 9 - Reinforcement Learning/2. What is Reinforcement Learning.vtt 16.1 KB 10. Step 9 - Reinforcement Learning/3. A Pseudo Implementation of Reinforcement Learning for the Full World Model.mp4 154.3 MB 10. Step 9 - Reinforcement Learning/3. 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Step 10 - Deep NeuroEvolution/6. Parameter-Exploring Policy Gradients (PEPG).vtt 15.1 KB 11. Step 10 - Deep NeuroEvolution/7. OpenAI Evolution Strategy.mp4 108.1 MB 11. Step 10 - Deep NeuroEvolution/7. OpenAI Evolution Strategy.vtt 9.7 KB 12. The Final Run/1. The Whole Implementation.mp4 191.6 MB 12. The Final Run/1. The Whole Implementation.vtt 25.7 KB 12. The Final Run/2. Download the whole AI Masterclass folder here.html 1 KB 12. The Final Run/2.1 AI_Masterclass.zip.zip 17.1 MB 12. The Final Run/3. Installing the required packages.mp4 158.7 MB 12. The Final Run/3. Installing the required packages.vtt 15.1 KB 12. The Final Run/4. The Final Race Human Intelligence vs. Artificial Intelligence.mp4 125.1 MB 12. The Final Run/4. The Final Race Human Intelligence vs. Artificial Intelligence.vtt 14 KB 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 11.9 MB 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.vtt 22 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.vtt 10.5 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.vtt 17.3 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.vtt 17 KB 2. Step 1 - Artificial Neural Network/7. Gradient Descent.mp4 60.6 MB 2. Step 1 - Artificial Neural Network/7. Gradient Descent.vtt 12.7 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.vtt 11.2 KB 2. Step 1 - Artificial Neural Network/9. Backpropagation.mp4 43.1 MB 2. Step 1 - Artificial Neural Network/9. Backpropagation.vtt 6.7 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.vtt 23 KB 3. Step 2 - Convolutional Neural Network/2. Plan of Attack.mp4 15.8 MB 3. Step 2 - Convolutional Neural Network/2. Plan of Attack.vtt 4.8 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.vtt 19.9 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.vtt 21.5 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.vtt 8.5 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.vtt 19.1 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.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.vtt 26.1 KB 3. Step 2 - Convolutional Neural Network/9. Summary.mp4 30.3 MB 3. Step 2 - Convolutional Neural Network/9. Summary.vtt 5.7 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.vtt 14.4 MB 4. Step 3 - AutoEncoder/11. Deep AutoEncoders.mp4 12 MB 4. Step 3 - AutoEncoder/11. Deep AutoEncoders.vtt 2.5 KB 4. Step 3 - AutoEncoder/2. Plan of Attack.mp4 11.8 MB 4. Step 3 - AutoEncoder/2. Plan of Attack.vtt 2.8 KB 4. Step 3 - AutoEncoder/3. What are AutoEncoders.mp4 94.6 MB 4. Step 3 - AutoEncoder/3. What are AutoEncoders.vtt 14.6 KB 4. Step 3 - AutoEncoder/4. A Note on Biases.mp4 8.6 MB 4. Step 3 - AutoEncoder/4. A Note on Biases.vtt 1.9 KB 4. Step 3 - AutoEncoder/5. Training an AutoEncoder.mp4 50.3 MB 4. Step 3 - AutoEncoder/5. Training an AutoEncoder.vtt 8.6 KB 4. Step 3 - AutoEncoder/6. Overcomplete Hidden Layers.mp4 28.1 MB 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.vtt 8.2 KB 4. Step 3 - AutoEncoder/8. Denoising AutoEncoders.mp4 24.1 MB 4. Step 3 - AutoEncoder/8. Denoising AutoEncoders.vtt 3.2 KB 4. Step 3 - AutoEncoder/9. Contractive AutoEncoders.mp4 20.6 MB 4. Step 3 - AutoEncoder/9. Contractive AutoEncoders.vtt 3.3 KB 5. Step 4 - Variational AutoEncoder/1. 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