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[UdemyCourseDownloader] Artificial Intelligence Masterclass

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Other > Training

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English

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6.12 GB

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ec8f5ab8537179a4fd206fc0d96f66f4aaf43d34

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kirat1h

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15-07-2019 10:08

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File	Size
1. Introduction/1. Updates on Udemy Reviews.mp4	22.03 MB
1. Introduction/1. Updates on Udemy Reviews.srt	3.48 kB
1. Introduction/1. Updates on Udemy Reviews.vtt	3.05 kB
1. Introduction/2. Introduction + Course Structure + Demo.mp4	195.34 MB
1. Introduction/2. Introduction + Course Structure + Demo.srt	21.94 kB
1. Introduction/2. Introduction + Course Structure + Demo.vtt	19.18 kB
1. Introduction/3. BONUS Learning Paths.html	2.37 kB
1. Introduction/4. Your Three Best Resources.mp4	134.49 MB
1. Introduction/4. Your Three Best Resources.srt	13.32 kB
1. Introduction/4. Your Three Best Resources.vtt	11.81 kB
1. Introduction/5. Download the Resources here.html	790.00 B
1. Introduction/6. Meet your instructors!.html	723.00 B
10. Step 9 - Reinforcement Learning/1. Welcome to Step 9 - Reinforcement Learning.html	424.00 B
10. Step 9 - Reinforcement Learning/2. What is Reinforcement Learning.mp4	68.60 MB
10. Step 9 - Reinforcement Learning/2. What is Reinforcement Learning.srt	18.12 kB
10. Step 9 - Reinforcement Learning/2. What is Reinforcement Learning.vtt	15.98 kB
10. Step 9 - Reinforcement Learning/3. A Pseudo Implementation of Reinforcement Learning for the Full World Model.mp4	154.25 MB
10. Step 9 - Reinforcement Learning/3. A Pseudo Implementation of Reinforcement Learning for the Full World Model.srt	26.98 kB
10. Step 9 - Reinforcement Learning/3. A Pseudo Implementation of Reinforcement Learning for the Full World Model.vtt	23.52 kB
10. Step 9 - Reinforcement Learning/4. Full Code Section.html	393.00 B
11. Step 10 - Deep NeuroEvolution/1. Welcome to Step 10 - Deep NeuroEvolution.html	1.22 kB
11. Step 10 - Deep NeuroEvolution/2. Deep NeuroEvolution.mp4	108.84 MB
11. Step 10 - Deep NeuroEvolution/2. Deep NeuroEvolution.srt	15.08 kB
11. Step 10 - Deep NeuroEvolution/2. Deep NeuroEvolution.vtt	13.35 kB
11. Step 10 - Deep NeuroEvolution/3. Evolution Strategies.mp4	119.44 MB
11. Step 10 - Deep NeuroEvolution/3. Evolution Strategies.srt	12.97 kB
11. Step 10 - Deep NeuroEvolution/3. Evolution Strategies.vtt	11.38 kB
11. Step 10 - Deep NeuroEvolution/4. Genetic Algorithms.mp4	149.11 MB
11. Step 10 - Deep NeuroEvolution/4. Genetic Algorithms.srt	17.66 kB
11. Step 10 - Deep NeuroEvolution/4. Genetic Algorithms.vtt	15.47 kB
11. Step 10 - Deep NeuroEvolution/5. Covariance-Matrix Adaptation Evolution Strategy (CMA-ES).mp4	144.06 MB
11. Step 10 - Deep NeuroEvolution/5. Covariance-Matrix Adaptation Evolution Strategy (CMA-ES).srt	17.19 kB
11. Step 10 - Deep NeuroEvolution/5. Covariance-Matrix Adaptation Evolution Strategy (CMA-ES).vtt	15.17 kB
11. Step 10 - Deep NeuroEvolution/6. Parameter-Exploring Policy Gradients (PEPG).mp4	143.90 MB
11. Step 10 - Deep NeuroEvolution/6. Parameter-Exploring Policy Gradients (PEPG).srt	16.39 kB
11. Step 10 - Deep NeuroEvolution/6. Parameter-Exploring Policy Gradients (PEPG).vtt	14.53 kB
11. Step 10 - Deep NeuroEvolution/7. OpenAI Evolution Strategy.mp4	108.09 MB
11. Step 10 - Deep NeuroEvolution/7. OpenAI Evolution Strategy.srt	10.36 kB
11. Step 10 - Deep NeuroEvolution/7. OpenAI Evolution Strategy.vtt	9.16 kB
12. The Final Run/1. The Whole Implementation.mp4	273.65 MB
12. The Final Run/1. The Whole Implementation.srt	28.35 kB
12. The Final Run/1. The Whole Implementation.vtt	24.90 kB
12. The Final Run/2. Download the whole AI Masterclass folder here.html	1.02 kB
12. The Final Run/2.1 AI Masterclass.zip.zip	17.05 MB
12. The Final Run/3. Installing the required packages.mp4	158.71 MB
12. The Final Run/3. Installing the required packages.srt	17.53 kB
12. The Final Run/3. Installing the required packages.vtt	14.97 kB
12. The Final Run/4. The Final Race Human Intelligence vs. Artificial Intelligence.mp4	125.09 MB
12. The Final Run/4. The Final Race Human Intelligence vs. Artificial Intelligence.srt	15.83 kB
12. The Final Run/4. The Final Race Human Intelligence vs. Artificial Intelligence.vtt	13.48 kB
12. The Final Run/5. THANK YOU bonus video.mp4	29.21 MB
12. The Final Run/5. THANK YOU bonus video.srt	2.32 kB
12. The Final Run/5. THANK YOU bonus video.vtt	2.04 kB
13. Bonus Lectures/1. YOUR SPECIAL BONUS.html	1.10 kB
2. Step 1 - Artificial Neural Network/1. Welcome to Step 1 - Artificial Neural Network.html	605.00 B
2. Step 1 - Artificial Neural Network/2. Plan of Attack.mp4	15.85 MB
2. Step 1 - Artificial Neural Network/2. Plan of Attack.srt	3.94 kB
2. Step 1 - Artificial Neural Network/2. Plan of Attack.vtt	3.50 kB
2. Step 1 - Artificial Neural Network/3. The Neuron.mp4	98.79 MB
2. Step 1 - Artificial Neural Network/3. The Neuron.srt	24.65 kB
2. Step 1 - Artificial Neural Network/3. The Neuron.vtt	21.63 kB
2. Step 1 - Artificial Neural Network/4. The Activation Function.mp4	45.36 MB
2. Step 1 - Artificial Neural Network/4. The Activation Function.srt	11.80 kB
2. Step 1 - Artificial Neural Network/4. The Activation Function.vtt	10.41 kB
2. Step 1 - Artificial Neural Network/5. How do Neural Networks work.mp4	81.94 MB
2. Step 1 - Artificial Neural Network/5. How do Neural Networks work.srt	19.05 kB
2. Step 1 - Artificial Neural Network/5. How do Neural Networks work.vtt	16.81 kB
2. Step 1 - Artificial Neural Network/6. How do Neural Networks learn.mp4	112.11 MB
2. Step 1 - Artificial Neural Network/6. How do Neural Networks learn.srt	18.96 kB
2. Step 1 - Artificial Neural Network/6. How do Neural Networks learn.vtt	16.52 kB
2. Step 1 - Artificial Neural Network/7. Gradient Descent.mp4	60.62 MB
2. Step 1 - Artificial Neural Network/7. Gradient Descent.srt	14.17 kB
2. Step 1 - Artificial Neural Network/7. Gradient Descent.vtt	12.35 kB
2. Step 1 - Artificial Neural Network/8. Stochastic Gradient Descent.mp4	67.29 MB
2. Step 1 - Artificial Neural Network/8. Stochastic Gradient Descent.srt	12.19 kB
2. Step 1 - Artificial Neural Network/8. Stochastic Gradient Descent.vtt	10.77 kB
2. Step 1 - Artificial Neural Network/9. Backpropagation.mp4	43.14 MB
2. Step 1 - Artificial Neural Network/9. Backpropagation.srt	7.29 kB
2. Step 1 - Artificial Neural Network/9. Backpropagation.vtt	6.44 kB
3. Step 2 - Convolutional Neural Network/1. Welcome to Step 2 - Convolutional Neural Network.html	430.00 B
3. Step 2 - Convolutional Neural Network/10. Softmax & Cross-Entropy.mp4	117.97 MB
3. Step 2 - Convolutional Neural Network/10. Softmax & Cross-Entropy.srt	25.29 kB
3. Step 2 - Convolutional Neural Network/10. Softmax & Cross-Entropy.vtt	22.15 kB
3. Step 2 - Convolutional Neural Network/2. Plan of Attack.mp4	21.81 MB
3. Step 2 - Convolutional Neural Network/2. Plan of Attack.srt	5.34 kB
3. Step 2 - Convolutional Neural Network/2. Plan of Attack.vtt	4.69 kB
3. Step 2 - Convolutional Neural Network/3. What are Convolutional Neural Networks.mp4	107.97 MB
3. Step 2 - Convolutional Neural Network/3. What are Convolutional Neural Networks.srt	22.18 kB
3. Step 2 - Convolutional Neural Network/3. What are Convolutional Neural Networks.vtt	19.42 kB
3. Step 2 - Convolutional Neural Network/4. Step 1 - The Convolution Operation.mp4	97.93 MB
3. Step 2 - Convolutional Neural Network/4. Step 1 - The Convolution Operation.srt	23.26 kB
3. Step 2 - Convolutional Neural Network/4. Step 1 - The Convolution Operation.vtt	20.42 kB
3. Step 2 - Convolutional Neural Network/5. Step 1 Bis - The ReLU Layer.mp4	53.44 MB
3. Step 2 - Convolutional Neural Network/5. Step 1 Bis - The ReLU Layer.srt	9.31 kB
3. Step 2 - Convolutional Neural Network/5. Step 1 Bis - The ReLU Layer.vtt	8.16 kB
3. Step 2 - Convolutional Neural Network/6. Step 2 - Pooling.mp4	140.17 MB
3. Step 2 - Convolutional Neural Network/6. Step 2 - Pooling.srt	21.00 kB
3. Step 2 - Convolutional Neural Network/6. Step 2 - Pooling.vtt	18.39 kB
3. Step 2 - Convolutional Neural Network/7. Step 3 - Flattening.mp4	7.94 MB
3. Step 2 - Convolutional Neural Network/7. Step 3 - Flattening.srt	2.57 kB
3. Step 2 - Convolutional Neural Network/7. Step 3 - Flattening.vtt	2.29 kB
3. Step 2 - Convolutional Neural Network/8. Step 4 - Full Connection.mp4	194.26 MB
3. Step 2 - Convolutional Neural Network/8. Step 4 - Full Connection.srt	28.47 kB
3. Step 2 - Convolutional Neural Network/8. Step 4 - Full Connection.vtt	25.03 kB
3. Step 2 - Convolutional Neural Network/9. Summary.mp4	30.33 MB
3. Step 2 - Convolutional Neural Network/9. Summary.srt	6.08 kB
3. Step 2 - Convolutional Neural Network/9. Summary.vtt	5.37 kB
4. Step 3 - AutoEncoder/1. Welcome to Step 3 - AutoEncoder.html	418.00 B
4. Step 3 - AutoEncoder/10. Stacked AutoEncoders.mp4	16.44 MB
4. Step 3 - AutoEncoder/10. Stacked AutoEncoders.srt	2.41 kB
4. Step 3 - AutoEncoder/10. Stacked AutoEncoders.vtt	2.14 kB
4. Step 3 - AutoEncoder/11. Deep AutoEncoders.mp4	11.97 MB
4. Step 3 - AutoEncoder/11. Deep AutoEncoders.srt	2.72 kB
4. Step 3 - AutoEncoder/11. Deep AutoEncoders.vtt	2.39 kB
4. Step 3 - AutoEncoder/2. Plan of Attack.mp4	15.85 MB
4. Step 3 - AutoEncoder/2. Plan of Attack.srt	3.22 kB
4. Step 3 - AutoEncoder/2. Plan of Attack.vtt	2.87 kB
4. Step 3 - AutoEncoder/3. What are AutoEncoders.mp4	94.61 MB
4. Step 3 - AutoEncoder/3. What are AutoEncoders.srt	16.30 kB
4. Step 3 - AutoEncoder/3. What are AutoEncoders.vtt	14.31 kB
4. Step 3 - AutoEncoder/4. A Note on Biases.mp4	8.61 MB
4. Step 3 - AutoEncoder/4. A Note on Biases.srt	2.09 kB
4. Step 3 - AutoEncoder/4. A Note on Biases.vtt	1.80 kB
4. Step 3 - AutoEncoder/5. Training an AutoEncoder.mp4	50.30 MB
4. Step 3 - AutoEncoder/5. Training an AutoEncoder.srt	9.54 kB
4. Step 3 - AutoEncoder/5. Training an AutoEncoder.vtt	8.37 kB
4. Step 3 - AutoEncoder/6. Overcomplete Hidden Layers.mp4	28.06 MB
4. Step 3 - AutoEncoder/6. Overcomplete Hidden Layers.srt	5.66 kB
4. Step 3 - AutoEncoder/6. Overcomplete Hidden Layers.vtt	4.99 kB
4. Step 3 - AutoEncoder/7. Sparse AutoEncoders.mp4	57.45 MB
4. Step 3 - AutoEncoder/7. Sparse AutoEncoders.srt	8.78 kB
4. Step 3 - AutoEncoder/7. Sparse AutoEncoders.vtt	7.81 kB
4. Step 3 - AutoEncoder/8. Denoising AutoEncoders.mp4	24.10 MB
4. Step 3 - AutoEncoder/8. Denoising AutoEncoders.srt	3.64 kB
4. Step 3 - AutoEncoder/8. Denoising AutoEncoders.vtt	3.22 kB
4. Step 3 - AutoEncoder/9. Contractive AutoEncoders.mp4	20.55 MB
4. Step 3 - AutoEncoder/9. Contractive AutoEncoders.srt	3.57 kB
4. Step 3 - AutoEncoder/9. Contractive AutoEncoders.vtt	3.14 kB
5. Step 4 - Variational AutoEncoder/1. Welcome to Step 4 - Variational AutoEncoder.html	423.00 B
5. Step 4 - Variational AutoEncoder/2. Introduction to the VAE.mp4	72.81 MB
5. Step 4 - Variational AutoEncoder/2. Introduction to the VAE.srt	11.00 kB
5. Step 4 - Variational AutoEncoder/2. Introduction to the VAE.vtt	9.67 kB
5. Step 4 - Variational AutoEncoder/3. Variational AutoEncoders.mp4	26.31 MB
5. Step 4 - Variational AutoEncoder/3. Variational AutoEncoders.srt	6.14 kB
5. Step 4 - Variational AutoEncoder/3. Variational AutoEncoders.vtt	5.43 kB
5. Step 4 - Variational AutoEncoder/4. Reparameterization Trick.mp4	26.41 MB
5. Step 4 - Variational AutoEncoder/4. Reparameterization Trick.srt	6.58 kB
5. Step 4 - Variational AutoEncoder/4. Reparameterization Trick.vtt	5.80 kB
6. Step 5 - Implementing the CNN-VAE/1. Welcome to Step 5 - Implementing the CNN-VAE.html	2.30 kB
6. Step 5 - Implementing the CNN-VAE/2. Introduction to Step 5.mp4	58.85 MB
6. Step 5 - Implementing the CNN-VAE/2. Introduction to Step 5.srt	10.75 kB
6. Step 5 - Implementing the CNN-VAE/2. Introduction to Step 5.vtt	9.42 kB
6. Step 5 - Implementing the CNN-VAE/3. Initializing all the parameters and variables of the CNN-VAE class.mp4	71.72 MB
6. Step 5 - Implementing the CNN-VAE/3. Initializing all the parameters and variables of the CNN-VAE class.srt	16.95 kB
6. Step 5 - Implementing the CNN-VAE/3. Initializing all the parameters and variables of the CNN-VAE class.vtt	14.87 kB
6. Step 5 - Implementing the CNN-VAE/4. Building the Encoder part of the VAE.mp4	133.64 MB
6. Step 5 - Implementing the CNN-VAE/4. Building the Encoder part of the VAE.srt	26.15 kB
6. Step 5 - Implementing the CNN-VAE/4. Building the Encoder part of the VAE.vtt	22.76 kB
6. Step 5 - Implementing the CNN-VAE/5. Building the V part of the VAE.mp4	80.33 MB
6. Step 5 - Implementing the CNN-VAE/5. Building the V part of the VAE.srt	13.46 kB
6. Step 5 - Implementing the CNN-VAE/5. Building the V part of the VAE.vtt	11.79 kB
6. Step 5 - Implementing the CNN-VAE/6. Building the Decoder part of the VAE.mp4	92.89 MB
6. Step 5 - Implementing the CNN-VAE/6. Building the Decoder part of the VAE.srt	13.04 kB
6. Step 5 - Implementing the CNN-VAE/6. Building the Decoder part of the VAE.vtt	11.43 kB
6. Step 5 - Implementing the CNN-VAE/7. Implementing the Training operations.mp4	186.98 MB
6. Step 5 - Implementing the CNN-VAE/7. Implementing the Training operations.srt	23.44 kB
6. Step 5 - Implementing the CNN-VAE/7. Implementing the Training operations.vtt	20.37 kB
6. Step 5 - Implementing the CNN-VAE/8. Full Code Section.html	3.96 kB
6. Step 5 - Implementing the CNN-VAE/9. The Keras Implementation.html	7.70 kB
7. Step 6 - Recurrent Neural Network/1. Welcome to Step 6 - Recurrent Neural Network.html	507.00 B
7. Step 6 - Recurrent Neural Network/2. Plan of Attack.mp4	10.50 MB
7. Step 6 - Recurrent Neural Network/2. Plan of Attack.srt	3.43 kB
7. Step 6 - Recurrent Neural Network/2. Plan of Attack.vtt	3.07 kB
7. Step 6 - Recurrent Neural Network/3. What are Recurrent Neural Networks.mp4	121.09 MB
7. Step 6 - Recurrent Neural Network/3. What are Recurrent Neural Networks.srt	23.84 kB
7. Step 6 - Recurrent Neural Network/3. What are Recurrent Neural Networks.vtt	20.83 kB
7. Step 6 - Recurrent Neural Network/4. The Vanishing Gradient Problem.mp4	111.17 MB
7. Step 6 - Recurrent Neural Network/4. The Vanishing Gradient Problem.srt	20.79 kB
7. Step 6 - Recurrent Neural Network/4. The Vanishing Gradient Problem.vtt	18.26 kB
7. Step 6 - Recurrent Neural Network/5. LSTMs.mp4	136.52 MB
7. Step 6 - Recurrent Neural Network/5. LSTMs.srt	28.24 kB
7. Step 6 - Recurrent Neural Network/5. LSTMs.vtt	24.65 kB
7. Step 6 - Recurrent Neural Network/6. LSTM Practical Intuition.mp4	187.41 MB
7. Step 6 - Recurrent Neural Network/6. LSTM Practical Intuition.srt	20.98 kB
7. Step 6 - Recurrent Neural Network/6. LSTM Practical Intuition.vtt	18.36 kB
7. Step 6 - Recurrent Neural Network/7. LSTM Variations.mp4	20.12 MB
7. Step 6 - Recurrent Neural Network/7. LSTM Variations.srt	4.87 kB
7. Step 6 - Recurrent Neural Network/7. LSTM Variations.vtt	4.28 kB
8. Step 7 - Mixture Density Network/1. Welcome to Step 7 - Mixture Density Network.html	517.00 B
8. Step 7 - Mixture Density Network/2. Introduction to the MDN-RNN.mp4	83.39 MB
8. Step 7 - Mixture Density Network/2. Introduction to the MDN-RNN.srt	12.69 kB
8. Step 7 - Mixture Density Network/2. Introduction to the MDN-RNN.vtt	11.19 kB
8. Step 7 - Mixture Density Network/3. Mixture Density Networks.mp4	65.35 MB
8. Step 7 - Mixture Density Network/3. Mixture Density Networks.srt	13.54 kB
8. Step 7 - Mixture Density Network/3. Mixture Density Networks.vtt	11.95 kB
8. Step 7 - Mixture Density Network/4. VAE + MDN-RNN Visualization.mp4	45.30 MB
8. Step 7 - Mixture Density Network/4. VAE + MDN-RNN Visualization.srt	7.55 kB
8. Step 7 - Mixture Density Network/4. VAE + MDN-RNN Visualization.vtt	6.65 kB
9. Step 8 - Implementing the MDN-RNN/1. Welcome to Step 8 - Implementing the MDN-RNN.html	2.81 kB
9. Step 8 - Implementing the MDN-RNN/10. Implementing the Training operations (Part 2).mp4	162.89 MB
9. Step 8 - Implementing the MDN-RNN/10. Implementing the Training operations (Part 2).srt	18.90 kB
9. Step 8 - Implementing the MDN-RNN/10. Implementing the Training operations (Part 2).vtt	16.42 kB
9. Step 8 - Implementing the MDN-RNN/11. Full Code Section.html	10.80 kB
9. Step 8 - Implementing the MDN-RNN/12. The Keras Implementation.html	5.26 kB
9. Step 8 - Implementing the MDN-RNN/2. Initializing all the parameters and variables of the MDN-RNN class.mp4	99.49 MB
9. Step 8 - Implementing the MDN-RNN/2. Initializing all the parameters and variables of the MDN-RNN class.srt	17.99 kB
9. Step 8 - Implementing the MDN-RNN/2. Initializing all the parameters and variables of the MDN-RNN class.vtt	15.81 kB
9. Step 8 - Implementing the MDN-RNN/3. Building the RNN - Gathering the parameters.mp4	76.58 MB
9. Step 8 - Implementing the MDN-RNN/3. Building the RNN - Gathering the parameters.srt	12.89 kB
9. Step 8 - Implementing the MDN-RNN/3. Building the RNN - Gathering the parameters.vtt	11.33 kB
9. Step 8 - Implementing the MDN-RNN/4. Building the RNN - Creating an LSTM cell with Dropout.mp4	127.16 MB
9. Step 8 - Implementing the MDN-RNN/4. Building the RNN - Creating an LSTM cell with Dropout.srt	21.85 kB
9. Step 8 - Implementing the MDN-RNN/4. Building the RNN - Creating an LSTM cell with Dropout.vtt	19.19 kB
9. Step 8 - Implementing the MDN-RNN/5. Building the RNN - Setting up the Input, Target, and Output of the RNN.mp4	131.12 MB
9. Step 8 - Implementing the MDN-RNN/5. Building the RNN - Setting up the Input, Target, and Output of the RNN.srt	20.02 kB
9. Step 8 - Implementing the MDN-RNN/5. Building the RNN - Setting up the Input, Target, and Output of the RNN.vtt	17.70 kB
9. Step 8 - Implementing the MDN-RNN/6. Building the RNN - Getting the Deterministic Output of the RNN.mp4	125.49 MB
9. Step 8 - Implementing the MDN-RNN/6. Building the RNN - Getting the Deterministic Output of the RNN.srt	16.37 kB
9. Step 8 - Implementing the MDN-RNN/6. Building the RNN - Getting the Deterministic Output of the RNN.vtt	14.37 kB
9. Step 8 - Implementing the MDN-RNN/7. Building the MDN - Getting the Input, Hidden Layer and Output of the MDN.mp4	146.98 MB
9. Step 8 - Implementing the MDN-RNN/7. Building the MDN - Getting the Input, Hidden Layer and Output of the MDN.srt	16.55 kB
9. Step 8 - Implementing the MDN-RNN/7. Building the MDN - Getting the Input, Hidden Layer and Output of the MDN.vtt	14.65 kB
9. Step 8 - Implementing the MDN-RNN/8. Building the MDN - Getting the MDN parameters.mp4	109.44 MB
9. Step 8 - Implementing the MDN-RNN/8. Building the MDN - Getting the MDN parameters.srt	14.51 kB
9. Step 8 - Implementing the MDN-RNN/8. Building the MDN - Getting the MDN parameters.vtt	12.80 kB
9. Step 8 - Implementing the MDN-RNN/9. Implementing the Training operations (Part 1).mp4	177.44 MB
9. Step 8 - Implementing the MDN-RNN/9. Implementing the Training operations (Part 1).srt	20.46 kB
9. Step 8 - Implementing the MDN-RNN/9. Implementing the Training operations (Part 1).vtt	17.79 kB
Udemy Course downloader.txt	94.00 B
udemycoursedownloader.com.url	132.00 B

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