| UD447/01 Introduction/001 Introduction Course Structure Demo.mp4 |
156.8 MB |
| UD447/01 Introduction/002 Updates on Udemy Reviews.mp4 |
20.4 MB |
| UD447/01 Introduction/003 BONUS Learning Paths.html |
3 KB |
| UD447/01 Introduction/004 Your Three Best Resources.mp4 |
143.3 MB |
| UD447/01 Introduction/005 Download the Resources here.html |
2 KB |
| UD447/01 Introduction/006 Meet your instructors.html |
2 KB |
| UD447/02 Step 1 - Artificial Neural Network/007 Welcome to Step 1 - Artificial Neural Network.html |
1 KB |
| UD447/02 Step 1 - Artificial Neural Network/008 Plan of Attack.mp4 |
11.9 MB |
| UD447/02 Step 1 - Artificial Neural Network/009 The Neuron.mp4 |
98.8 MB |
| UD447/02 Step 1 - Artificial Neural Network/010 The Activation Function.mp4 |
45.4 MB |
| UD447/02 Step 1 - Artificial Neural Network/011 How do Neural Networks work.mp4 |
81.9 MB |
| UD447/02 Step 1 - Artificial Neural Network/012 How do Neural Networks learn.mp4 |
112.1 MB |
| UD447/02 Step 1 - Artificial Neural Network/013 Gradient Descent.mp4 |
60.6 MB |
| UD447/02 Step 1 - Artificial Neural Network/014 Stochastic Gradient Descent.mp4 |
67.3 MB |
| UD447/02 Step 1 - Artificial Neural Network/015 Backpropagation.mp4 |
43.1 MB |
| UD447/03 Step 2 - Convolutional Neural Network/016 Welcome to Step 2 - Convolutional Neural Network.html |
1 KB |
| UD447/03 Step 2 - Convolutional Neural Network/017 Plan of Attack.mp4 |
15.8 MB |
| UD447/03 Step 2 - Convolutional Neural Network/018 What are Convolutional Neural Networks.mp4 |
108 MB |
| UD447/03 Step 2 - Convolutional Neural Network/019 Step 1 - The Convolution Operation.mp4 |
97.9 MB |
| UD447/03 Step 2 - Convolutional Neural Network/020 Step 1 Bis - The ReLU Layer.mp4 |
53.4 MB |
| UD447/03 Step 2 - Convolutional Neural Network/021 Step 2 - Pooling.mp4 |
140.2 MB |
| UD447/03 Step 2 - Convolutional Neural Network/022 Step 3 - Flattening.mp4 |
7.9 MB |
| UD447/03 Step 2 - Convolutional Neural Network/023 Step 4 - Full Connection.mp4 |
194.3 MB |
| UD447/03 Step 2 - Convolutional Neural Network/024 Summary.mp4 |
30.3 MB |
| UD447/03 Step 2 - Convolutional Neural Network/025 Softmax Cross-Entropy.mp4 |
118 MB |
| UD447/04 Step 3 - AutoEncoder/026 Welcome to Step 3 - AutoEncoder.html |
1 KB |
| UD447/04 Step 3 - AutoEncoder/027 Plan of Attack.mp4 |
11.8 MB |
| UD447/04 Step 3 - AutoEncoder/028 What are AutoEncoders.mp4 |
94.6 MB |
| UD447/04 Step 3 - AutoEncoder/029 A Note on Biases.mp4 |
8.6 MB |
| UD447/04 Step 3 - AutoEncoder/030 Training an AutoEncoder.mp4 |
50.3 MB |
| UD447/04 Step 3 - AutoEncoder/031 Overcomplete Hidden Layers.mp4 |
28.1 MB |
| UD447/04 Step 3 - AutoEncoder/032 Sparse AutoEncoders.mp4 |
57.5 MB |
| UD447/04 Step 3 - AutoEncoder/033 Denoising AutoEncoders.mp4 |
24.1 MB |
| UD447/04 Step 3 - AutoEncoder/034 Contractive AutoEncoders.mp4 |
20.5 MB |
| UD447/04 Step 3 - AutoEncoder/035 Stacked AutoEncoders.mp4 |
16.4 MB |
| UD447/04 Step 3 - AutoEncoder/036 Deep AutoEncoders.mp4 |
12 MB |
| UD447/05 Step 4 - Variational AutoEncoder/037 Welcome to Step 4 - Variational AutoEncoder.html |
1 KB |
| UD447/05 Step 4 - Variational AutoEncoder/038 Introduction to the VAE.mp4 |
103.7 MB |
| UD447/05 Step 4 - Variational AutoEncoder/039 Variational AutoEncoders.mp4 |
26.3 MB |
| UD447/05 Step 4 - Variational AutoEncoder/040 Reparameterization Trick.mp4 |
26.4 MB |
| UD447/06 Step 5 - Implementing the CNN-VAE/041 Welcome to Step 5 - Implementing the CNN-VAE.html |
3 KB |
| UD447/06 Step 5 - Implementing the CNN-VAE/042 Introduction to Step 5.mp4 |
58.8 MB |
| UD447/06 Step 5 - Implementing the CNN-VAE/043 Initializing all the parameters and variables of the CNN-VAE class.mp4 |
71.7 MB |
| UD447/06 Step 5 - Implementing the CNN-VAE/044 Building the Encoder part of the VAE.mp4 |
133.6 MB |
| UD447/06 Step 5 - Implementing the CNN-VAE/045 Building the V part of the VAE.mp4 |
80.3 MB |
| UD447/06 Step 5 - Implementing the CNN-VAE/046 Building the Decoder part of the VAE.mp4 |
92.9 MB |
| UD447/06 Step 5 - Implementing the CNN-VAE/047 Implementing the Training operations.mp4 |
187 MB |
| UD447/06 Step 5 - Implementing the CNN-VAE/048 Full Code Section.html |
5 KB |
| UD447/06 Step 5 - Implementing the CNN-VAE/049 The Keras Implementation.html |
9 KB |
| UD447/07 Step 6 - Recurrent Neural Network/050 Welcome to Step 6 - Recurrent Neural Network.html |
1 KB |
| UD447/07 Step 6 - Recurrent Neural Network/051 Plan of Attack.mp4 |
10.5 MB |
| UD447/07 Step 6 - Recurrent Neural Network/052 What are Recurrent Neural Networks.mp4 |
121.1 MB |
| UD447/07 Step 6 - Recurrent Neural Network/053 The Vanishing Gradient Problem.mp4 |
111.2 MB |
| UD447/07 Step 6 - Recurrent Neural Network/054 LSTMs.mp4 |
136.5 MB |
| UD447/07 Step 6 - Recurrent Neural Network/055 LSTM Practical Intuition.mp4 |
187.4 MB |
| UD447/07 Step 6 - Recurrent Neural Network/056 LSTM Variations.mp4 |
20.1 MB |
| UD447/08 Step 7 - Mixture Density Network/057 Welcome to Step 7 - Mixture Density Network.html |
1 KB |
| UD447/08 Step 7 - Mixture Density Network/058 Introduction to the MDN-RNN.mp4 |
83.4 MB |
| UD447/08 Step 7 - Mixture Density Network/059 Mixture Density Networks.mp4 |
65.4 MB |
| UD447/08 Step 7 - Mixture Density Network/060 VAE MDN-RNN Visualization.mp4 |
45.3 MB |
| UD447/09 Step 8 - Implementing the MDN-RNN/061 Welcome to Step 8 - Implementing the MDN-RNN.html |
4 KB |
| UD447/09 Step 8 - Implementing the MDN-RNN/062 Initializing all the parameters and variables of the MDN-RNN class.mp4 |
99.5 MB |
| UD447/09 Step 8 - Implementing the MDN-RNN/063 Building the RNN - Gathering the parameters.mp4 |
76.6 MB |
| UD447/09 Step 8 - Implementing the MDN-RNN/064 Building the RNN - Creating an LSTM cell with Dropout.mp4 |
127.2 MB |
| UD447/09 Step 8 - Implementing the MDN-RNN/065 Building the RNN - Setting up the Input Target and Output of the RNN.mp4 |
131.1 MB |
| UD447/09 Step 8 - Implementing the MDN-RNN/066 Building the RNN - Getting the Deterministic Output of the RNN.mp4 |
125.5 MB |
| UD447/09 Step 8 - Implementing the MDN-RNN/067 Building the MDN - Getting the Input Hidden Layer and Output of the MDN.mp4 |
147 MB |
| UD447/09 Step 8 - Implementing the MDN-RNN/068 Building the MDN - Getting the MDN parameters.mp4 |
109.4 MB |
| UD447/09 Step 8 - Implementing the MDN-RNN/069 Implementing the Training operations (Part 1).mp4 |
177.4 MB |
| UD447/09 Step 8 - Implementing the MDN-RNN/070 Implementing the Training operations (Part 2).mp4 |
162.9 MB |
| UD447/09 Step 8 - Implementing the MDN-RNN/071 Full Code Section.html |
12 KB |
| UD447/09 Step 8 - Implementing the MDN-RNN/072 The Keras Implementation.html |
6 KB |
| UD447/10 Step 9 - Reinforcement Learning/073 Welcome to Step 9 - Reinforcement Learning.html |
1 KB |
| UD447/10 Step 9 - Reinforcement Learning/074 What is Reinforcement Learning.mp4 |
68.6 MB |
| UD447/10 Step 9 - Reinforcement Learning/075 A Pseudo Implementation of Reinforcement Learning for the Full World Model.mp4 |
154.3 MB |
| UD447/10 Step 9 - Reinforcement Learning/076 Full Code Section.html |
1 KB |
| UD447/11 Step 10 - Deep NeuroEvolution/077 Welcome to Step 10 - Deep NeuroEvolution.html |
2 KB |
| UD447/11 Step 10 - Deep NeuroEvolution/078 Deep NeuroEvolution.mp4 |
108.8 MB |
| UD447/11 Step 10 - Deep NeuroEvolution/079 Evolution Strategies.mp4 |
119.4 MB |
| UD447/11 Step 10 - Deep NeuroEvolution/080 Genetic Algorithms.mp4 |
149.1 MB |
| UD447/11 Step 10 - Deep NeuroEvolution/081 Covariance-Matrix Adaptation Evolution Strategy (CMA-ES).mp4 |
144.1 MB |
| UD447/11 Step 10 - Deep NeuroEvolution/082 Parameter-Exploring Policy Gradients (PEPG).mp4 |
143.9 MB |
| UD447/11 Step 10 - Deep NeuroEvolution/083 OpenAI Evolution Strategy.mp4 |
108.1 MB |
| UD447/12 The Final Run/084 The Whole Implementation.mp4 |
191.6 MB |
| UD447/12 The Final Run/085 AI-Masterclass.zip |
17.1 MB |
| UD447/12 The Final Run/085 Download the whole AI Masterclass folder here.html |
2 KB |
| UD447/12 The Final Run/086 Installing the required packages.mp4 |
158.7 MB |
| UD447/12 The Final Run/087 The Final Race Human Intelligence vs. Artificial Intelligence.mp4 |
125.1 MB |
| UD447/12 The Final Run/088 THANK YOU bonus video.mp4 |
52.2 MB |
| UD447/13 Bonus Lectures/089 YOUR SPECIAL BONUS.html |
2 KB |
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