Artificial Intelligence Masterclass

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

194.27 MB

Artificial Intelligence Masterclass/READ_ME.txt

407 B

Artificial Intelligence Masterclass/1. Introduction/1. Updates on Udemy Reviews.mp4

46.04 MB

Artificial Intelligence Masterclass/1. Introduction/1. Updates on Udemy Reviews.vtt

3.05 KB

Artificial Intelligence Masterclass/1. Introduction/2. Introduction + Course Structure + Demo.mp4

156.76 MB

Artificial Intelligence Masterclass/1. Introduction/2. Introduction + Course Structure + Demo.vtt

19.92 KB

Artificial Intelligence Masterclass/1. Introduction/3. Your Three Best Resources.mp4

143.26 MB

Artificial Intelligence Masterclass/1. Introduction/3. Your Three Best Resources.vtt

12.23 KB

Artificial Intelligence Masterclass/1. Introduction/4. Download the Resources here.html

3.04 KB

Artificial Intelligence Masterclass/1. Introduction/5. Meet your instructors!.html

723 B

Artificial Intelligence Masterclass/1. Introduction/READ_ME.txt

407 B

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

605 B

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

11.87 MB

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

3.47 KB

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

98.79 MB

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

21.98 KB

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

45.36 MB

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

10.53 KB

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

81.95 MB

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

17.31 KB

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

112.12 MB

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

17.02 KB

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

60.63 MB

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

12.67 KB

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

67.3 MB

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

11.24 KB

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

43.14 MB

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

6.73 KB

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

430 B

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

15.82 MB

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

4.8 KB

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

107.98 MB

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

19.87 KB

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

97.94 MB

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

21.45 KB

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

53.45 MB

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

8.45 KB

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

140.18 MB

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

19.09 KB

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

7.95 MB

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

2.33 KB

READ_ME.txt

407 B

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

26.11 KB

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

30.33 MB

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

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

117.97 MB

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

23.04 KB

Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/1. Welcome to Step 3 - AutoEncoder.html

418 B

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

11.85 MB

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

2.84 KB

Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/3. What are AutoEncoders.mp4

94.62 MB

Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/3. What are AutoEncoders.vtt

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

8.62 MB

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

1.92 KB

Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/5. Training an AutoEncoder.mp4

50.31 MB

Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/5. Training an AutoEncoder.vtt

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

28.07 MB

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

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Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/7. Sparse AutoEncoders.mp4

57.46 MB

Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/7. Sparse AutoEncoders.vtt

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Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/8. Denoising AutoEncoders.mp4

24.11 MB

Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/8. Denoising AutoEncoders.vtt

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Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/9. Contractive AutoEncoders.mp4

20.56 MB

Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/9. Contractive AutoEncoders.vtt

3.29 KB

Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/10. Stacked AutoEncoders.mp4

16.45 MB

Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/10. Stacked AutoEncoders.vtt

14.39 MB

Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/11. Deep AutoEncoders.mp4

11.96 MB

Artificial Intelligence Masterclass/4. Step 3 - AutoEncoder/11. Deep AutoEncoders.vtt

2.49 KB

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

423 B

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

103.69 MB

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

10 KB

Artificial Intelligence Masterclass/5. Step 4 - Variational AutoEncoder/3. Variational AutoEncoders.mp4

26.32 MB

Artificial Intelligence Masterclass/5. Step 4 - Variational AutoEncoder/3. Variational AutoEncoders.vtt

5.71 KB

Artificial Intelligence Masterclass/5. Step 4 - Variational AutoEncoder/4. Reparameterization Trick.mp4

26.41 MB

Artificial Intelligence Masterclass/5. Step 4 - Variational AutoEncoder/4. Reparameterization Trick.vtt

6.16 KB

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

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

58.86 MB

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

9.81 KB

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

71.72 MB

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

15.47 KB

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

133.65 MB

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

23.64 KB

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

80.34 MB

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

12.42 KB

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

92.89 MB

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

11.89 KB

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

186.99 MB

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

21.19 KB

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

3.96 KB

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

7.7 KB

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

507 B

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

10.5 MB

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

3.06 KB

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

121.09 MB

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

21.38 KB

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

111.17 MB

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

18.56 KB

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

136.52 MB

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

25.08 KB

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

187.41 MB

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

18.59 KB

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

20.12 MB

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

4.42 KB

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

517 B

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

83.39 MB

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

83.41 MB

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

65.36 MB

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

12.41 KB

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

45.31 MB

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

6.91 KB

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

2.81 KB

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

99.5 MB

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

16.44 KB

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

76.58 MB

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

55.3 MB

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

127.16 MB

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

19.77 KB

Artificial Intelligence Masterclass/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

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

17.92 KB

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

125.49 MB

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

15.04 KB

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

146.97 MB

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

15.02 KB

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

109.45 MB

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

13.21 KB

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

177.45 MB

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

18.28 KB

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

162.89 MB

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

17.23 KB

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

10.8 KB

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

5.26 KB

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

424 B

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

68.6 MB

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

16.1 KB

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

154.25 MB

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

24.55 KB

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

393 B

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

1.22 KB

Artificial Intelligence Masterclass/11. Step 10 - Deep NeuroEvolution/2. Deep NeuroEvolution.mp4

108.84 MB

Artificial Intelligence Masterclass/11. Step 10 - Deep NeuroEvolution/2. Deep NeuroEvolution.vtt

13.84 KB

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

119.43 MB

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

11.88 KB

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

149.11 MB

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

15.43 KB

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

144.07 MB

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

15.76 KB

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

143.91 MB

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

15.06 KB

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

108.1 MB

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

9.74 KB

Artificial Intelligence Masterclass/12. The Final Run/1. The Whole Implementation.mp4

191.62 MB

Artificial Intelligence Masterclass/12. The Final Run/1. The Whole Implementation.vtt

25.7 KB

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

1.02 KB

Artificial Intelligence Masterclass/12. The Final Run/2.1 AI_Masterclass.zip.zip

17.06 MB

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

158.71 MB

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

15.06 KB

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

125.1 MB

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

14.03 KB

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