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[UdemyCourseDownloader] Artificial Intelligence Masterclass

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Number of Files:

230

Content Size:

6.12GB

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2020-08-13

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UdemyCourseDownloader Artificial Intelligence Masterclass

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File Name

Size

12. The Final Run/1. The Whole Implementation.mp4

273.65MB

udemycoursedownloader.com.url

132B

1. Introduction/1. Updates on Udemy Reviews.mp4

22.03MB

1. Introduction/1. Updates on Udemy Reviews.srt

3.48KB

1. Introduction/1. Updates on Udemy Reviews.vtt

3.05KB

1. Introduction/2. Introduction + Course Structure + Demo.mp4

195.34MB

1. Introduction/2. Introduction + Course Structure + Demo.srt

21.94KB

1. Introduction/2. Introduction + Course Structure + Demo.vtt

19.18KB

1. Introduction/3. BONUS Learning Paths.html

2.37KB

1. Introduction/4. Your Three Best Resources.mp4

134.49MB

1. Introduction/4. Your Three Best Resources.srt

13.32KB

1. Introduction/4. Your Three Best Resources.vtt

11.81KB

1. Introduction/5. Download the Resources here.html

790B

1. Introduction/6. Meet your instructors!.html

723B

2. Step 1 - Artificial Neural Network/1. Welcome to Step 1 - Artificial Neural Network.html

605B

2. Step 1 - Artificial Neural Network/2. Plan of Attack.mp4

15.85MB

2. Step 1 - Artificial Neural Network/2. Plan of Attack.srt

3.94KB

2. Step 1 - Artificial Neural Network/2. Plan of Attack.vtt

3.5KB

2. Step 1 - Artificial Neural Network/3. The Neuron.mp4

98.79MB

2. Step 1 - Artificial Neural Network/3. The Neuron.srt

24.65KB

2. Step 1 - Artificial Neural Network/3. The Neuron.vtt

21.63KB

2. Step 1 - Artificial Neural Network/4. The Activation Function.mp4

45.36MB

2. Step 1 - Artificial Neural Network/4. The Activation Function.srt

11.8KB

2. Step 1 - Artificial Neural Network/4. The Activation Function.vtt

10.41KB

2. Step 1 - Artificial Neural Network/5. How do Neural Networks work.mp4

81.94MB

2. Step 1 - Artificial Neural Network/5. How do Neural Networks work.srt

19.05KB

2. Step 1 - Artificial Neural Network/5. How do Neural Networks work.vtt

16.81KB

2. Step 1 - Artificial Neural Network/6. How do Neural Networks learn.mp4

112.11MB

2. Step 1 - Artificial Neural Network/6. How do Neural Networks learn.srt

18.96KB

2. Step 1 - Artificial Neural Network/6. How do Neural Networks learn.vtt

16.52KB

2. Step 1 - Artificial Neural Network/7. Gradient Descent.mp4

60.62MB

2. Step 1 - Artificial Neural Network/7. Gradient Descent.srt

14.17KB

2. Step 1 - Artificial Neural Network/7. Gradient Descent.vtt

12.35KB

2. Step 1 - Artificial Neural Network/8. Stochastic Gradient Descent.mp4

67.29MB

2. Step 1 - Artificial Neural Network/8. Stochastic Gradient Descent.srt

12.19KB

2. Step 1 - Artificial Neural Network/8. Stochastic Gradient Descent.vtt

10.77KB

2. Step 1 - Artificial Neural Network/9. Backpropagation.mp4

43.14MB

2. Step 1 - Artificial Neural Network/9. Backpropagation.srt

7.29KB

2. Step 1 - Artificial Neural Network/9. Backpropagation.vtt

6.44KB

3. Step 2 - Convolutional Neural Network/1. Welcome to Step 2 - Convolutional Neural Network.html

430B

3. Step 2 - Convolutional Neural Network/2. Plan of Attack.mp4

21.81MB

3. Step 2 - Convolutional Neural Network/2. Plan of Attack.srt

5.34KB

3. Step 2 - Convolutional Neural Network/2. Plan of Attack.vtt

4.69KB

3. Step 2 - Convolutional Neural Network/3. What are Convolutional Neural Networks.mp4

107.97MB

3. Step 2 - Convolutional Neural Network/3. What are Convolutional Neural Networks.srt

22.18KB

3. Step 2 - Convolutional Neural Network/3. What are Convolutional Neural Networks.vtt

19.42KB

3. Step 2 - Convolutional Neural Network/4. Step 1 - The Convolution Operation.mp4

97.93MB

3. Step 2 - Convolutional Neural Network/4. Step 1 - The Convolution Operation.srt

23.26KB

3. Step 2 - Convolutional Neural Network/4. Step 1 - The Convolution Operation.vtt

20.42KB

3. Step 2 - Convolutional Neural Network/5. Step 1 Bis - The ReLU Layer.mp4

53.44MB

3. Step 2 - Convolutional Neural Network/5. Step 1 Bis - The ReLU Layer.srt

9.31KB

3. Step 2 - Convolutional Neural Network/5. Step 1 Bis - The ReLU Layer.vtt

8.16KB

3. Step 2 - Convolutional Neural Network/6. Step 2 - Pooling.mp4

140.17MB

3. Step 2 - Convolutional Neural Network/6. Step 2 - Pooling.srt

21KB

3. Step 2 - Convolutional Neural Network/6. Step 2 - Pooling.vtt

18.39KB

3. Step 2 - Convolutional Neural Network/7. Step 3 - Flattening.mp4

7.94MB

3. Step 2 - Convolutional Neural Network/7. Step 3 - Flattening.srt

2.57KB

3. Step 2 - Convolutional Neural Network/7. Step 3 - Flattening.vtt

2.29KB

3. Step 2 - Convolutional Neural Network/8. Step 4 - Full Connection.mp4

194.26MB

3. Step 2 - Convolutional Neural Network/8. Step 4 - Full Connection.srt

28.47KB

3. Step 2 - Convolutional Neural Network/8. Step 4 - Full Connection.vtt

25.03KB

3. Step 2 - Convolutional Neural Network/9. Summary.mp4

30.33MB

3. Step 2 - Convolutional Neural Network/9. Summary.srt

6.08KB

3. Step 2 - Convolutional Neural Network/9. Summary.vtt

5.37KB

3. Step 2 - Convolutional Neural Network/10. Softmax & Cross-Entropy.mp4

117.97MB

3. Step 2 - Convolutional Neural Network/10. Softmax & Cross-Entropy.srt

25.29KB

3. Step 2 - Convolutional Neural Network/10. Softmax & Cross-Entropy.vtt

22.15KB

4. Step 3 - AutoEncoder/1. Welcome to Step 3 - AutoEncoder.html

418B

4. Step 3 - AutoEncoder/2. Plan of Attack.mp4

15.85MB

4. Step 3 - AutoEncoder/2. Plan of Attack.srt

3.22KB

4. Step 3 - AutoEncoder/2. Plan of Attack.vtt

2.87KB

4. Step 3 - AutoEncoder/3. What are AutoEncoders.mp4

94.61MB

4. Step 3 - AutoEncoder/3. What are AutoEncoders.srt

16.3KB

4. Step 3 - AutoEncoder/3. What are AutoEncoders.vtt

14.31KB

4. Step 3 - AutoEncoder/4. A Note on Biases.mp4

8.61MB

4. Step 3 - AutoEncoder/4. A Note on Biases.srt

2.09KB

4. Step 3 - AutoEncoder/4. A Note on Biases.vtt

1.8KB

4. Step 3 - AutoEncoder/5. Training an AutoEncoder.mp4

50.3MB

4. Step 3 - AutoEncoder/5. Training an AutoEncoder.srt

9.54KB

4. Step 3 - AutoEncoder/5. Training an AutoEncoder.vtt

8.37KB

4. Step 3 - AutoEncoder/6. Overcomplete Hidden Layers.mp4

28.06MB

4. Step 3 - AutoEncoder/6. Overcomplete Hidden Layers.srt

5.66KB

4. Step 3 - AutoEncoder/6. Overcomplete Hidden Layers.vtt

4.99KB

4. Step 3 - AutoEncoder/7. Sparse AutoEncoders.mp4

57.45MB

4. Step 3 - AutoEncoder/7. Sparse AutoEncoders.srt

8.78KB

4. Step 3 - AutoEncoder/7. Sparse AutoEncoders.vtt

7.81KB

4. Step 3 - AutoEncoder/8. Denoising AutoEncoders.mp4

24.1MB

4. Step 3 - AutoEncoder/8. Denoising AutoEncoders.srt

3.64KB

4. Step 3 - AutoEncoder/8. Denoising AutoEncoders.vtt

3.22KB

4. Step 3 - AutoEncoder/9. Contractive AutoEncoders.mp4

20.55MB

4. Step 3 - AutoEncoder/9. Contractive AutoEncoders.srt

3.57KB

4. Step 3 - AutoEncoder/9. Contractive AutoEncoders.vtt

3.14KB

4. Step 3 - AutoEncoder/10. Stacked AutoEncoders.mp4

16.44MB

4. Step 3 - AutoEncoder/10. Stacked AutoEncoders.srt

2.41KB

4. Step 3 - AutoEncoder/10. Stacked AutoEncoders.vtt

2.14KB

4. Step 3 - AutoEncoder/11. Deep AutoEncoders.mp4

11.97MB

4. Step 3 - AutoEncoder/11. Deep AutoEncoders.srt

2.72KB

4. Step 3 - AutoEncoder/11. Deep AutoEncoders.vtt

2.39KB

5. Step 4 - Variational AutoEncoder/1. Welcome to Step 4 - Variational AutoEncoder.html

423B

5. Step 4 - Variational AutoEncoder/2. Introduction to the VAE.mp4

72.81MB

5. Step 4 - Variational AutoEncoder/2. Introduction to the VAE.srt

11KB

5. Step 4 - Variational AutoEncoder/2. Introduction to the VAE.vtt

9.67KB

5. Step 4 - Variational AutoEncoder/3. Variational AutoEncoders.mp4

26.31MB

5. Step 4 - Variational AutoEncoder/3. Variational AutoEncoders.srt

6.14KB

5. Step 4 - Variational AutoEncoder/3. Variational AutoEncoders.vtt

5.43KB

5. Step 4 - Variational AutoEncoder/4. Reparameterization Trick.mp4

26.41MB

5. Step 4 - Variational AutoEncoder/4. Reparameterization Trick.srt

6.58KB

5. Step 4 - Variational AutoEncoder/4. Reparameterization Trick.vtt

5.8KB

6. Step 5 - Implementing the CNN-VAE/1. Welcome to Step 5 - Implementing the CNN-VAE.html

2.3KB

6. Step 5 - Implementing the CNN-VAE/2. Introduction to Step 5.mp4

58.85MB

6. Step 5 - Implementing the CNN-VAE/2. Introduction to Step 5.srt

10.75KB

6. Step 5 - Implementing the CNN-VAE/2. Introduction to Step 5.vtt

9.42KB

6. Step 5 - Implementing the CNN-VAE/3. Initializing all the parameters and variables of the CNN-VAE class.mp4

71.72MB

6. Step 5 - Implementing the CNN-VAE/3. Initializing all the parameters and variables of the CNN-VAE class.srt

16.95KB

6. Step 5 - Implementing the CNN-VAE/3. Initializing all the parameters and variables of the CNN-VAE class.vtt

14.87KB

6. Step 5 - Implementing the CNN-VAE/4. Building the Encoder part of the VAE.mp4

133.64MB

6. Step 5 - Implementing the CNN-VAE/4. Building the Encoder part of the VAE.srt

26.15KB

6. Step 5 - Implementing the CNN-VAE/4. Building the Encoder part of the VAE.vtt

22.76KB

6. Step 5 - Implementing the CNN-VAE/5. Building the V part of the VAE.mp4

80.33MB

6. Step 5 - Implementing the CNN-VAE/5. Building the V part of the VAE.srt

13.46KB

6. Step 5 - Implementing the CNN-VAE/5. Building the V part of the VAE.vtt

11.79KB

6. Step 5 - Implementing the CNN-VAE/6. Building the Decoder part of the VAE.mp4

92.89MB

6. Step 5 - Implementing the CNN-VAE/6. Building the Decoder part of the VAE.srt

13.04KB

6. Step 5 - Implementing the CNN-VAE/6. Building the Decoder part of the VAE.vtt

11.43KB

6. Step 5 - Implementing the CNN-VAE/7. Implementing the Training operations.mp4

186.98MB

6. Step 5 - Implementing the CNN-VAE/7. Implementing the Training operations.srt

23.44KB

6. Step 5 - Implementing the CNN-VAE/7. Implementing the Training operations.vtt

20.37KB

6. Step 5 - Implementing the CNN-VAE/8. Full Code Section.html

3.96KB

6. Step 5 - Implementing the CNN-VAE/9. The Keras Implementation.html

7.7KB

7. Step 6 - Recurrent Neural Network/1. Welcome to Step 6 - Recurrent Neural Network.html

507B

7. Step 6 - Recurrent Neural Network/2. Plan of Attack.mp4

10.5MB

7. Step 6 - Recurrent Neural Network/2. Plan of Attack.srt

3.43KB

7. Step 6 - Recurrent Neural Network/2. Plan of Attack.vtt

3.07KB

7. Step 6 - Recurrent Neural Network/3. What are Recurrent Neural Networks.mp4

121.09MB

7. Step 6 - Recurrent Neural Network/3. What are Recurrent Neural Networks.srt

23.84KB

7. Step 6 - Recurrent Neural Network/3. What are Recurrent Neural Networks.vtt

20.83KB

7. Step 6 - Recurrent Neural Network/4. The Vanishing Gradient Problem.mp4

111.17MB

7. Step 6 - Recurrent Neural Network/4. The Vanishing Gradient Problem.srt

20.79KB

7. Step 6 - Recurrent Neural Network/4. The Vanishing Gradient Problem.vtt

18.26KB

7. Step 6 - Recurrent Neural Network/5. LSTMs.mp4

136.52MB

7. Step 6 - Recurrent Neural Network/5. LSTMs.srt

28.24KB

7. Step 6 - Recurrent Neural Network/5. LSTMs.vtt

24.65KB

7. Step 6 - Recurrent Neural Network/6. LSTM Practical Intuition.mp4

187.41MB

7. Step 6 - Recurrent Neural Network/6. LSTM Practical Intuition.srt

20.98KB

7. Step 6 - Recurrent Neural Network/6. LSTM Practical Intuition.vtt

18.36KB

7. Step 6 - Recurrent Neural Network/7. LSTM Variations.mp4

20.12MB

7. Step 6 - Recurrent Neural Network/7. LSTM Variations.srt

4.87KB

7. Step 6 - Recurrent Neural Network/7. LSTM Variations.vtt

4.28KB

8. Step 7 - Mixture Density Network/1. Welcome to Step 7 - Mixture Density Network.html

517B

8. Step 7 - Mixture Density Network/2. Introduction to the MDN-RNN.mp4

83.39MB

8. Step 7 - Mixture Density Network/2. Introduction to the MDN-RNN.srt

12.69KB

8. Step 7 - Mixture Density Network/2. Introduction to the MDN-RNN.vtt

11.19KB

8. Step 7 - Mixture Density Network/3. Mixture Density Networks.mp4

65.35MB

8. Step 7 - Mixture Density Network/3. Mixture Density Networks.srt

13.54KB

8. Step 7 - Mixture Density Network/3. Mixture Density Networks.vtt

11.95KB

8. Step 7 - Mixture Density Network/4. VAE + MDN-RNN Visualization.mp4

45.3MB

8. Step 7 - Mixture Density Network/4. VAE + MDN-RNN Visualization.srt

7.55KB

8. Step 7 - Mixture Density Network/4. VAE + MDN-RNN Visualization.vtt

6.65KB

9. Step 8 - Implementing the MDN-RNN/1. Welcome to Step 8 - Implementing the MDN-RNN.html

2.81KB

9. Step 8 - Implementing the MDN-RNN/2. Initializing all the parameters and variables of the MDN-RNN class.mp4

99.49MB

9. Step 8 - Implementing the MDN-RNN/2. Initializing all the parameters and variables of the MDN-RNN class.srt

17.99KB

9. Step 8 - Implementing the MDN-RNN/2. Initializing all the parameters and variables of the MDN-RNN class.vtt

15.81KB

9. Step 8 - Implementing the MDN-RNN/3. Building the RNN - Gathering the parameters.mp4

76.58MB

9. Step 8 - Implementing the MDN-RNN/3. Building the RNN - Gathering the parameters.srt

12.89KB

9. Step 8 - Implementing the MDN-RNN/3. Building the RNN - Gathering the parameters.vtt

11.33KB

9. Step 8 - Implementing the MDN-RNN/4. Building the RNN - Creating an LSTM cell with Dropout.mp4

127.16MB

9. Step 8 - Implementing the MDN-RNN/4. Building the RNN - Creating an LSTM cell with Dropout.srt

21.85KB

9. Step 8 - Implementing the MDN-RNN/4. Building the RNN - Creating an LSTM cell with Dropout.vtt

19.19KB

9. Step 8 - Implementing the MDN-RNN/5. Building the RNN - Setting up the Input, Target, and Output of the RNN.mp4

131.12MB

9. Step 8 - Implementing the MDN-RNN/5. Building the RNN - Setting up the Input, Target, and Output of the RNN.srt

20.02KB

9. Step 8 - Implementing the MDN-RNN/5. Building the RNN - Setting up the Input, Target, and Output of the RNN.vtt

17.7KB

9. Step 8 - Implementing the MDN-RNN/6. Building the RNN - Getting the Deterministic Output of the RNN.mp4

125.49MB

9. Step 8 - Implementing the MDN-RNN/6. Building the RNN - Getting the Deterministic Output of the RNN.srt

16.37KB

9. Step 8 - Implementing the MDN-RNN/6. Building the RNN - Getting the Deterministic Output of the RNN.vtt

14.37KB

9. Step 8 - Implementing the MDN-RNN/7. Building the MDN - Getting the Input, Hidden Layer and Output of the MDN.mp4

146.98MB

9. Step 8 - Implementing the MDN-RNN/7. Building the MDN - Getting the Input, Hidden Layer and Output of the MDN.srt

16.55KB

9. Step 8 - Implementing the MDN-RNN/7. Building the MDN - Getting the Input, Hidden Layer and Output of the MDN.vtt

14.65KB

9. Step 8 - Implementing the MDN-RNN/8. Building the MDN - Getting the MDN parameters.mp4

109.44MB

9. Step 8 - Implementing the MDN-RNN/8. Building the MDN - Getting the MDN parameters.srt

14.51KB

9. Step 8 - Implementing the MDN-RNN/8. Building the MDN - Getting the MDN parameters.vtt

12.8KB

9. Step 8 - Implementing the MDN-RNN/9. Implementing the Training operations (Part 1).mp4

177.44MB

9. Step 8 - Implementing the MDN-RNN/9. Implementing the Training operations (Part 1).srt

20.46KB

9. Step 8 - Implementing the MDN-RNN/9. Implementing the Training operations (Part 1).vtt

17.79KB

9. Step 8 - Implementing the MDN-RNN/10. Implementing the Training operations (Part 2).mp4

162.89MB

9. Step 8 - Implementing the MDN-RNN/10. Implementing the Training operations (Part 2).srt

18.9KB

9. Step 8 - Implementing the MDN-RNN/10. Implementing the Training operations (Part 2).vtt

16.42KB

9. Step 8 - Implementing the MDN-RNN/11. Full Code Section.html

10.8KB

9. Step 8 - Implementing the MDN-RNN/12. The Keras Implementation.html

5.26KB

10. Step 9 - Reinforcement Learning/1. Welcome to Step 9 - Reinforcement Learning.html

424B

10. Step 9 - Reinforcement Learning/2. What is Reinforcement Learning.mp4

68.6MB

10. Step 9 - Reinforcement Learning/2. What is Reinforcement Learning.srt

18.12KB

10. Step 9 - Reinforcement Learning/2. What is Reinforcement Learning.vtt

15.98KB

10. Step 9 - Reinforcement Learning/3. A Pseudo Implementation of Reinforcement Learning for the Full World Model.mp4

154.25MB

10. Step 9 - Reinforcement Learning/3. A Pseudo Implementation of Reinforcement Learning for the Full World Model.srt

26.98KB

10. Step 9 - Reinforcement Learning/3. A Pseudo Implementation of Reinforcement Learning for the Full World Model.vtt

23.52KB

10. Step 9 - Reinforcement Learning/4. Full Code Section.html

393B

11. Step 10 - Deep NeuroEvolution/1. Welcome to Step 10 - Deep NeuroEvolution.html

1.22KB

11. Step 10 - Deep NeuroEvolution/2. Deep NeuroEvolution.mp4

108.84MB

11. Step 10 - Deep NeuroEvolution/2. Deep NeuroEvolution.srt

15.08KB

11. Step 10 - Deep NeuroEvolution/2. Deep NeuroEvolution.vtt

13.35KB

11. Step 10 - Deep NeuroEvolution/3. Evolution Strategies.mp4

119.44MB

11. Step 10 - Deep NeuroEvolution/3. Evolution Strategies.srt

12.97KB

11. Step 10 - Deep NeuroEvolution/3. Evolution Strategies.vtt

11.38KB

11. Step 10 - Deep NeuroEvolution/4. Genetic Algorithms.mp4

149.11MB

11. Step 10 - Deep NeuroEvolution/4. Genetic Algorithms.srt

17.66KB

11. Step 10 - Deep NeuroEvolution/4. Genetic Algorithms.vtt

15.47KB

11. Step 10 - Deep NeuroEvolution/5. Covariance-Matrix Adaptation Evolution Strategy (CMA-ES).mp4

144.06MB

11. Step 10 - Deep NeuroEvolution/5. Covariance-Matrix Adaptation Evolution Strategy (CMA-ES).srt

17.19KB

11. Step 10 - Deep NeuroEvolution/5. Covariance-Matrix Adaptation Evolution Strategy (CMA-ES).vtt

15.17KB

11. Step 10 - Deep NeuroEvolution/6. Parameter-Exploring Policy Gradients (PEPG).mp4

143.9MB

11. Step 10 - Deep NeuroEvolution/6. Parameter-Exploring Policy Gradients (PEPG).srt

16.39KB

11. Step 10 - Deep NeuroEvolution/6. Parameter-Exploring Policy Gradients (PEPG).vtt

14.53KB

11. Step 10 - Deep NeuroEvolution/7. OpenAI Evolution Strategy.mp4

108.09MB

11. Step 10 - Deep NeuroEvolution/7. OpenAI Evolution Strategy.srt

10.36KB

11. Step 10 - Deep NeuroEvolution/7. OpenAI Evolution Strategy.vtt

9.16KB

Udemy Course downloader.txt

94B

12. The Final Run/1. The Whole Implementation.srt

28.35KB

12. The Final Run/1. The Whole Implementation.vtt

24.9KB

12. The Final Run/2. Download the whole AI Masterclass folder here.html

1.02KB

12. The Final Run/2.1 AI Masterclass.zip.zip

17.05MB

12. The Final Run/3. Installing the required packages.mp4

158.71MB

12. The Final Run/3. Installing the required packages.srt

17.53KB

12. The Final Run/3. Installing the required packages.vtt

14.97KB

12. The Final Run/4. The Final Race Human Intelligence vs. Artificial Intelligence.mp4

125.09MB

12. The Final Run/4. The Final Race Human Intelligence vs. Artificial Intelligence.srt

15.83KB

12. The Final Run/4. The Final Race Human Intelligence vs. Artificial Intelligence.vtt

13.48KB

12. The Final Run/5. THANK YOU bonus video.mp4

29.21MB

12. The Final Run/5. THANK YOU bonus video.srt

2.32KB

12. The Final Run/5. THANK YOU bonus video.vtt

2.04KB

13. Bonus Lectures/1. YOUR SPECIAL BONUS.html

1.1KB

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